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Outlier-Robust Distributionally Robust Optimization via Unbalanced Optimal Transport
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Computing the Bias of Constant-step Stochastic Approximation with Markovian Noise
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Adversarial Moment-Matching Distillation of Large Language Models
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AdaNeg: Adaptive Negative Proxy Guided OOD Detection with Vision-Language Models
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SSDiff: Spatial-spectral Integrated Diffusion Model for Remote Sensing Pansharpening
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Rethinking Misalignment in Vision-Language Model Adaptation from a Causal Perspective
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Estimating Generalization Performance Along the Trajectory of Proximal SGD in Robust Regression
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Decision Mamba: Reinforcement Learning via Hybrid Selective Sequence Modeling
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Decompose, Analyze and Rethink: Solving Intricate Problems with Human-like Reasoning Cycle
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CRAYM: Neural Field Optimization via Camera RAY Matching
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Real-Time Selection Under General Constraints via Predictive Inference
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Scene Graph Generation with Role-Playing Large Language Models
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Image Understanding Makes for A Good Tokenizer for Image Generation
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Boosting the Potential of Large Language Models with an Intelligent Information Assistant
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Cascade of phase transitions in the training of energy-based models
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Multi-Agent Domain Calibration with a Handful of Offline Data
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Towards Accurate and Fair Cognitive Diagnosis via Monotonic Data Augmentation
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Gaussian Graph Network: Learning Efficient and Generalizable Gaussian Representations from Multi-view Images
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SelectIT: Selective Instruction Tuning for LLMs via Uncertainty-Aware Self-Reflection
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Beyond Redundancy: Information-aware Unsupervised Multiplex Graph Structure Learning
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Combining Statistical Depth and Fermat Distance for Uncertainty Quantification
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MC-DiT: Contextual Enhancement via Clean-to-Clean Reconstruction for Masked Diffusion Models
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Learning-Augmented Algorithms for the Bahncard Problem
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From Dictionary to Tensor: A Scalable Multi-View Subspace Clustering Framework with Triple Information Enhancement
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In Pursuit of Causal Label Correlations for Multi-label Image Recognition
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Text-DiFuse: An Interactive Multi-Modal Image Fusion Framework based on Text-modulated Diffusion Model
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Spatio-Temporal Interactive Learning for Efficient Image Reconstruction of Spiking Cameras
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Faster Accelerated First-order Methods for Convex Optimization with Strongly Convex Function Constraints
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Speculative Decoding with CTC-based Draft Model for LLM Inference Acceleration
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Exogenous Matching: Learning Good Proposals for Tractable Counterfactual Estimation
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OT4P: Unlocking Effective Orthogonal Group Path for Permutation Relaxation
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Taming Cross-Domain Representation Variance in Federated Prototype Learning with Heterogeneous Data Domains
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Improving Generalization of Dynamic Graph Learning via Environment Prompt
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SILENCE: Protecting privacy in offloaded speech understanding on resource-constrained devices
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FlexPlanner: Flexible 3D Floorplanning via Deep Reinforcement Learning in Hybrid Action Space with Multi-Modality Representation
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Learning the Optimal Policy for Balancing Short-Term and Long-Term Rewards
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GraphCroc: Cross-Correlation Autoencoder for Graph Structural Reconstruction
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Zero-shot Generalizable Incremental Learning for Vision-Language Object Detection
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Expert-level protocol translation for self-driving labs
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Motif-oriented influence maximization for viral marketing in large-scale social networks
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Prompt Tuning Strikes Back: Customizing Foundation Models with Low-Rank Prompt Adaptation
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On the Power of Small-size Graph Neural Networks for Linear Programming
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MaskFactory: Towards High-quality Synthetic Data Generation for Dichotomous Image Segmentation
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AudioMarkBench: Benchmarking Robustness of Audio Watermarking
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A generalized neural tangent kernel for surrogate gradient learning
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DRIP: Unleashing Diffusion Priors for Joint Foreground and Alpha Prediction in Image Matting
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Monte Carlo Tree Search based Space Transfer for Black Box Optimization
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Unique3D: High-Quality and Efficient 3D Mesh Generation from a Single Image
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UKnow: A Unified Knowledge Protocol with Multimodal Knowledge Graph Datasets for Reasoning and Vision-Language Pre-Training
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Autoregressive Image Diffusion: Generation of Image Sequence and Application in MRI
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DeltaDock: A Unified Framework for Accurate, Efficient, and Physically Reliable Molecular Docking
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Physics-informed Neural Networks for Functional Differential Equations: Cylindrical Approximation and Its Convergence Guarantees
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EnsIR: An Ensemble Algorithm for Image Restoration via Gaussian Mixture Models
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High-Resolution Image Harmonization with Adaptive-Interval Color Transformation
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On the Worst Prompt Performance of Large Language Models
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Second-order forward-mode optimization of recurrent neural networks for neuroscience
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Gradual Domain Adaptation via Manifold-Constrained Distributionally Robust Optimization
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CriticEval: Evaluating Large-scale Language Model as Critic
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Learn more, but bother less: parameter efficient continual learning
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ColJailBreak: Collaborative Generation and Editing for Jailbreaking Text-to-Image Deep Generation
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Tri-Level Navigator: LLM-Empowered Tri-Level Learning for Time Series OOD Generalization
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Feature-Level Adversarial Attacks and Ranking Disruption for Visible-Infrared Person Re-identification
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Long-range Meta-path Search on Large-scale Heterogeneous Graphs
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Job-SDF: A Multi-Granularity Dataset for Job Skill Demand Forecasting and Benchmarking
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Prospective Representation Learning for Non-Exemplar Class-Incremental Learning
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ReLIZO: Sample Reusable Linear Interpolation-based Zeroth-order Optimization
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Target-Guided Adversarial Point Cloud Transformer Towards Recognition Against Real-world Corruptions
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General Articulated Objects Manipulation in Real Images via Part-Aware Diffusion Process
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StrategyLLM: Large Language Models as Strategy Generators, Executors, Optimizers, and Evaluators for Problem Solving
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Toward a Stable, Fair, and Comprehensive Evaluation of Object Hallucination in Large Vision-Language Models
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Improving Viewpoint-Independent Object-Centric Representations through Active Viewpoint Selection
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Long-tailed Object Detection Pretraining: Dynamic Rebalancing Contrastive Learning with Dual Reconstruction
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Reinforced Cross-Domain Knowledge Distillation on Time Series Data
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On the Identifiability of Poisson Branching Structural Causal Model Using Probability Generating Function
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Consistency Models for Scalable and Fast Simulation-Based Inference
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EgoChoir: Capturing 3D Human-Object Interaction Regions from Egocentric Views
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CLAVE: An Adaptive Framework for Evaluating Values of LLM Generated Responses
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Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration
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Frozen-DETR: Enhancing DETR with Image Understanding from Frozen Foundation Models
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Leveraging Contrastive Learning for Enhanced Node Representations in Tokenized Graph Transformers
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Robust Sleep Staging over Incomplete Multimodal Physiological Signals via Contrastive Imagination
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SCaR: Refining Skill Chaining for Long-Horizon Robotic Manipulation via Dual Regularization
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LucidAction: A Hierarchical and Multi-model Dataset for Comprehensive Action Quality Assessment
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A PID Controller Approach for Adaptive Probability-dependent Gradient Decay in Model Calibration
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Improved Bayes Regret Bounds for Multi-Task Hierarchical Bayesian Bandit Algorithms
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CE-NAS: An End-to-End Carbon-Efficient Neural Architecture Search Framework
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Applying Guidance in a Limited Interval Improves Sample and Distribution Quality in Diffusion Models
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Nimbus: Secure and Efficient Two-Party Inference for Transformers
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Overcoming Brittleness in Pareto-Optimal Learning Augmented Algorithms
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Diffusion Priors for Variational Likelihood Estimation and Image Denoising
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Non-asymptotic Approximation Error Bounds of Parameterized Quantum Circuits
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Regression under demographic parity constraints via unlabeled post-processing
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DECRL: A Deep Evolutionary Clustering Jointed Temporal Knowledge Graph Representation Learning Approach
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Divide-and-Conquer Meets Consensus: Unleashing the Power of Functions in Code Generation
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A Consistency-Aware Spot-Guided Transformer for Versatile and Hierarchical Point Cloud Registration
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Faster Neighborhood Attention: Reducing the O(n^2) Cost of Self Attention at the Threadblock Level
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ELSA: Exploiting Layer-wise N:M Sparsity for Vision Transformer Acceleration
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Efficient Sketches for Training Data Attribution and Studying the Loss Landscape
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BoostAdapter: Improving Vision-Language Test-Time Adaptation via Regional Bootstrapping
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FAST: A Dual-tier Few-Shot Learning Paradigm for Whole Slide Image Classification
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Semi-supervised Knowledge Transfer Across Multi-omic Single-cell Data
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Unifying Homophily and Heterophily for Spectral Graph Neural Networks via Triple Filter Ensembles
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Seek Commonality but Preserve Differences: Dissected Dynamics Modeling for Multi-modal Visual RL
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DeltaDEQ: Exploiting Heterogeneous Convergence for Accelerating Deep Equilibrium Iterations
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LLMs as Zero-shot Graph Learners: Alignment of GNN Representations with LLM Token Embeddings
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Linear Time Approximation Algorithm for Column Subset Selection with Local Search
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FreqMark: Invisible Image Watermarking via Frequency Based Optimization in Latent Space
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Robust Contrastive Multi-view Clustering against Dual Noisy Correspondence
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Customized Subgraph Selection and Encoding for Drug-drug Interaction Prediction
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Semi-supervised Multi-label Learning with Balanced Binary Angular Margin Loss
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Conformal Alignment: Knowing When to Trust Foundation Models with Guarantees
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Face2QR: A Unified Framework for Aesthetic, Face-Preserving, and Scannable QR Code Generation
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Exploring Structured Semantic Priors Underlying Diffusion Score for Test-time Adaptation
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LG-CAV: Train Any Concept Activation Vector with Language Guidance
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Efficient Adaptation of Pre-trained Vision Transformer via Householder Transformation
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S2HPruner: Soft-to-Hard Distillation Bridges the Discretization Gap in Pruning
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Non-parametric classification via expand-and-sparsify representation
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Drones Help Drones: A Collaborative Framework for Multi-Drone Object Trajectory Prediction and Beyond
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Clustering then Propagation: Select Better Anchors for Knowledge Graph Embedding
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$\text{Di}^2\text{Pose}$: Discrete Diffusion Model for Occluded 3D Human Pose Estimation
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Unleashing Region Understanding in Intermediate Layers for MLLM-based Referring Expression Generation
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DiffuLT: Diffusion for Long-tail Recognition Without External Knowledge
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Causal Inference in the Closed-Loop: Marginal Structural Models for Sequential Excursion Effects
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A Study of Plasticity Loss in On-Policy Deep Reinforcement Learning
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Stabilizing Zero-Shot Prediction: A Novel Antidote to Forgetting in Continual Vision-Language Tasks
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Accurate and Steady Inertial Pose Estimation through Sequence Structure Learning and Modulation
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Continuous Heatmap Regression for Pose Estimation via Implicit Neural Representation
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Fourier-enhanced Implicit Neural Fusion Network for Multispectral and Hyperspectral Image Fusion
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DCDepth: Progressive Monocular Depth Estimation in Discrete Cosine Domain
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UniFL: Improve Latent Diffusion Model via Unified Feedback Learning
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DiffPano: Scalable and Consistent Text to Panorama Generation with Spherical Epipolar-Aware Diffusion
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Optimistic Critic Reconstruction and Constrained Fine-Tuning for General Offline-to-Online RL
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Achieving Near-Optimal Convergence for Distributed Minimax Optimization with Adaptive Stepsizes
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Enhancing Protein Mutation Effect Prediction through a Retrieval-Augmented Framework
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PuLID: Pure and Lightning ID Customization via Contrastive Alignment
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Federated Graph Learning for Cross-Domain Recommendation
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An effective framework for estimating individualized treatment rules
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The Implicit Bias of Heterogeneity towards Invariance: A Study of Multi-Environment Matrix Sensing
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Improved Guarantees for Fully Dynamic $k$-Center Clustering with Outliers in General Metric Spaces
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OpenReview]
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Alleviate Anchor-Shift: Explore Blind Spots with Cross-View Reconstruction for Incomplete Multi-View Clustering
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Deep linear networks for regression are implicitly regularized towards flat minima
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Lips Are Lying: Spotting the Temporal Inconsistency between Audio and Visual in Lip-Syncing DeepFakes
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HHD-GP: Incorporating Helmholtz-Hodge Decomposition into Gaussian Processes for Learning Dynamical Systems
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Bayesian Domain Adaptation with Gaussian Mixture Domain-Indexing
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Perception of Knowledge Boundary for Large Language Models through Semi-open-ended Question Answering
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FIDE: Frequency-Inflated Conditional Diffusion Model for Extreme-Aware Time Series Generation
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On Differentially Private Subspace Estimation in a Distribution-Free Setting
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Style Adaptation and Uncertainty Estimation for Multi-Source Blended-Target Domain Adaptation
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An Efficient Recipe for Long Context Extension via Middle-Focused Positional Encoding
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OpenReview]
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Two-way Deconfounder for Off-policy Evaluation in Causal Reinforcement Learning
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OpenReview]
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Cherry on Top: Parameter Heterogeneity and Quantization in Large Language Models
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Upping the Game: How 2D U-Net Skip Connections Flip 3D Segmentation
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A Non-parametric Direct Learning Approach to Heterogeneous Treatment Effect Estimation under Unmeasured Confounding
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Hierarchical Object-Aware Dual-Level Contrastive Learning for Domain Generalized Stereo Matching
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Suitable is the Best: Task-Oriented Knowledge Fusion in Vulnerability Detection
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M$^3$GPT: An Advanced Multimodal, Multitask Framework for Motion Comprehension and Generation
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An Analytical Study of Utility Functions in Multi-Objective Reinforcement Learning
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Hyper-SD: Trajectory Segmented Consistency Model for Efficient Image Synthesis
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Noisy Dual Mirror Descent: A Near Optimal Algorithm for Jointly-DP Convex Resource Allocation
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Leveraging Tumor Heterogeneity: Heterogeneous Graph Representation Learning for Cancer Survival Prediction in Whole Slide Images
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Addressing Hidden Confounding with Heterogeneous Observational Datasets for Recommendation
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Does Egalitarian Fairness Lead to Instability? The Fairness Bounds in Stable Federated Learning Under Altruistic Behaviors
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MonoMAE: Enhancing Monocular 3D Detection through Depth-Aware Masked Autoencoders
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No Free Lunch in LLM Watermarking: Trade-offs in Watermarking Design Choices
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OpenReview]
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Wasserstein Distance Rivals Kullback-Leibler Divergence for Knowledge Distillation
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Towards Comprehensive Detection of Chinese Harmful Memes: Dataset and Detector
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Language-Driven Interactive Traffic Trajectory Generation
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Globally Q-linear Gauss-Newton Method for Overparameterized Non-convex Matrix Sensing
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SocraticLM: Exploring Socratic Personalized Teaching with Large Language Models
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Classifier Clustering and Feature Alignment for Federated Learning under Distributed Concept Drift
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DePLM: Denoising Protein Language Models for Property Optimization
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Discrete Modeling via Boundary Conditional Diffusion Processes
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Analytically deriving Partial Information Decomposition for affine systems of stable and convolution-closed distributions
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Neural Characteristic Activation Analysis and Geometric Parameterization for ReLU Networks
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Flatten Anything: Unsupervised Neural Surface Parameterization
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Progressive Exploration-Conformal Learning for Sparsely Annotated Object Detection in Aerial Images
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None
Collaborative Cognitive Diagnosis with Disentangled Representation Learning for Learner Modeling
[
Slides]
[
OpenReview]
Poster
None
Dendritic Integration Inspired Artificial Neural Networks Capture Data Correlation
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
Weight Diffusion for Future: Learn to Generalize in Non-Stationary Environments
[
Poster]
[
OpenReview]
Poster
None
Personalized Federated Learning with Mixture of Models for Adaptive Prediction and Model Fine-Tuning
[
OpenReview]
Poster
None
Adjust Pearson's $r$ to Measure Arbitrary Monotone Dependence
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
Evaluate then Cooperate: Shapley-based View Cooperation Enhancement for Multi-view Clustering
[
OpenReview]
Poster
None
From Instance Training to Instruction Learning: Task Adapters Generation from Instructions
[
Slides]
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3200
Learning to grok: Emergence of in-context learning and skill composition in modular arithmetic tasks
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6203
Automatic Outlier Rectification via Optimal Transport
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3010
Chain of Thoughtlessness? An Analysis of CoT in Planning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7308
Iterative Methods via Locally Evolving Set Process
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6107
Rethinking the Capacity of Graph Neural Networks for Branching Strategy
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2706
DiffuPac: Contextual Mimicry in Adversarial Packets Generation via Diffusion Model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6409
Diffusion-Reward Adversarial Imitation Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4208
Bayesian Adaptive Calibration and Optimal Design
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6309
Measuring Dejavu Memorization Efficiently
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6900
CoFie: Learning Compact Neural Surface Representations with Coordinate Fields
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6207
Newton Losses: Using Curvature Information for Learning with Differentiable Algorithms
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5909
Stochastic contextual bandits with graph feedback: from independence number to MAS number
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4704
Linear Regression using Heterogeneous Data Batches
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2004
DropBP: Accelerating Fine-Tuning of Large Language Models by Dropping Backward Propagation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1507
Beware of Road Markings: A New Adversarial Patch Attack to Monocular Depth Estimation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2003
Infinite-Dimensional Feature Interaction
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7107
Connecting Joint-Embedding Predictive Architecture with Contrastive Self-supervised Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3902
Unified Lexical Representation for Interpretable Visual-Language Alignment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6202
Multi-Stage Predict+Optimize for (Mixed Integer) Linear Programs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3206
Towards Human-AI Complementarity with Prediction Sets
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2705
Resfusion: Denoising Diffusion Probabilistic Models for Image Restoration Based on Prior Residual Noise
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2101
KV Cache is 1 Bit Per Channel: Efficient Large Language Model Inference with Coupled Quantization
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2203
Dual Risk Minimization: Towards Next-Level Robustness in Fine-tuning Zero-Shot Models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6408
No Regrets: Investigating and Improving Regret Approximations for Curriculum Discovery
[
OpenReview]
Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6000
Learning diffusion at lightspeed
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7306
Proving Theorems Recursively
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2709
Taming Generative Diffusion Prior for Universal Blind Image Restoration
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1503
FreeSplat: Generalizable 3D Gaussian Splatting Towards Free View Synthesis of Indoor Scenes
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4401
Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5007
Marginal Causal Flows for Validation and Inference
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4907
Rethinking Optimal Transport in Offline Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4906
Breaking Determinism: Fuzzy Modeling of Sequential Recommendation Using Discrete State Space Diffusion Model
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4601
Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5502
OxonFair: A Flexible Toolkit for Algorithmic Fairness
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4922
PERIA: Perceive, Reason, Imagine, Act via Holistic Language and Vision Planning for Manipulation
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4007
Brain-JEPA: Brain Dynamics Foundation Model with Gradient Positioning and Spatiotemporal Masking
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6709
On the Convergence of Loss and Uncertainty-based Active Learning Algorithms
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4402
Training for Stable Explanation for Free
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4710
Probing the Decision Boundaries of In-context Learning in Large Language Models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2511
Classification Diffusion Models: Revitalizing Density Ratio Estimation
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3502
Scalable DBSCAN with Random Projections
[
Slides]
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6906
Achieving Optimal Clustering in Gaussian Mixture Models with Anisotropic Covariance Structures
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1002
Neural Krylov Iteration for Accelerating Linear System Solving
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5911
An Equivalence Between Static and Dynamic Regret Minimization
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1105
Molecule Generation with Fragment Retrieval Augmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1803
Collaborative Video Diffusion: Consistent Multi-video Generation with Camera Control
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3505
Supervised Kernel Thinning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1004
MotionTTT: 2D Test-Time-Training Motion Estimation for 3D Motion Corrected MRI
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3104
The Map Equation Goes Neural: Mapping Network Flows with Graph Neural Networks
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1609
Improving Visual Prompt Tuning by Gaussian Neighborhood Minimization for Long-Tailed Visual Recognition
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6503
Reciprocal Reward Influence Encourages Cooperation From Self-Interested Agents
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3910
LM-HT SNN: Enhancing the Performance of SNN to ANN Counterpart through Learnable Multi-hierarchical Threshold Model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5809
Reawakening knowledge: Anticipatory recovery from catastrophic interference via structured training
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4008
To Learn or Not to Learn, That is the Question — A Feature-Task Dual Learning Model of Perceptual Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3611
DASH: Warm-Starting Neural Network Training in Stationary Settings without Loss of Plasticity
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2001
Do LLMs dream of elephants (when told not to)? Latent concept association and associative memory in transformers
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1304
2DQuant: Low-bit Post-Training Quantization for Image Super-Resolution
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7102
Derivative-enhanced Deep Operator Network
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7206
Implicit Curriculum in Procgen Made Explicit
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1602
SHMT: Self-supervised Hierarchical Makeup Transfer via Latent Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3400
Fast Tree-Field Integrators: From Low Displacement Rank to Topological Transformers
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7103
Variational Flow Matching for Graph Generation
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4504
RaVL: Discovering and Mitigating Spurious Correlations in Fine-Tuned Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1306
Effective Rank Analysis and Regularization for Enhanced 3D Gaussian Splatting
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5504
Fair Secretaries with Unfair Predictions
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3002
Deep Homomorphism Networks
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1804
4Real: Towards Photorealistic 4D Scene Generation via Video Diffusion Models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1408
VeXKD: The Versatile Integration of Cross-Modal Fusion and Knowledge Distillation for 3D Perception
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4904
Bayesian Identification of the Hamiltonian Inductive Bias in Dynamical Systems
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2711
Your Diffusion Model is Secretly a Noise Classifier and Benefits from Contrastive Training
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4306
TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1411
Estimating Ego-Body Pose from Doubly Sparse Egocentric Video Data
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3710
Why are Visually-Grounded Language Models Bad at Image Classification?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6903
Text to Blind Motion
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3403
Paralinguistics-Aware Speech-Empowered Large Language Models for Natural Conversation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1401
Learning Optimal Lattice Vector Quantizers for End-to-end Neural Image Compression
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1109
Full-Atom Peptide Design with Geometric Latent Diffusion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6611
Verified Safe Reinforcement Learning for Neural Network Dynamic Models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4209
Probabilistic size-and-shape functional mixed models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5804
Multi-model Ensemble Conformal Prediction in Dynamic Environments
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1308
Real-world Image Dehazing with Coherence-based Pseudo Labeling and Cooperative Unfolding Network
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1307
NVRC: Neural Video Representation Compression
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6206
No-Regret Bandit Exploration based on Soft Tree Ensemble Model
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3300
Denoising Diffusion Path: Attribution Noise Reduction with An Auxiliary Diffusion Model
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2307
Precise asymptotics of reweighted least-squares algorithms for linear diagonal networks
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4901
Unified Covariate Adjustment for Causal Inference
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1108
A probability contrastive learning framework for 3D molecular representation learning
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6310
Private Stochastic Convex Optimization with Heavy Tails: Near-Optimality from Simple Reductions
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3705
HEALNet: Multimodal Fusion for Heterogeneous Biomedical Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2107
Preventing Model Collapse in Deep Canonical Correlation Analysis by Noise Regularization
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2100
Linear Transformers are Versatile In-Context Learners
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4204
Physics-Informed Variational State-Space Gaussian Processes
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6612
Is Score Matching Suitable for Estimating Point Processes?
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1208
Generative Modeling of Molecular Dynamics Trajectories
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4900
Navigating Chemical Space with Latent Flows
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6604
The Importance of Online Data: Understanding Preference Fine-tuning via Coverage
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5003
Mutli-Armed Bandits with Network Interference
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6402
Time-Constrained Robust MDPs
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1701
pcaGAN: Improving Posterior-Sampling cGANs via Principal Component Regularization
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4800
The Poisson Midpoint Method for Langevin Dynamics: Provably Efficient Discretization for Diffusion Models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1309
3D Gaussian Rendering Can Be Sparser: Efficient Rendering via Learned Fragment Pruning
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2411
Acoustic Volume Rendering for Neural Impulse Response Fields
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3807
Toward Robust Incomplete Multimodal Sentiment Analysis via Hierarchical Representation Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6200
Semi-Random Matrix Completion via Flow-Based Adaptive Reweighting
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3507
Neuronal Competition Groups with Supervised STDP for Spike-Based Classification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1205
LaSe-E2V: Towards Language-guided Semantic-aware Event-to-Video Reconstruction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3909
Latent Learning Progress Drives Autonomous Goal Selection in Human Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4403
Navigating the Safety Landscape: Measuring Risks in Finetuning Large Language Models
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7110
SpGesture: Source-Free Domain-adaptive sEMG-based Gesture Recognition with Jaccard Attentive Spiking Neural Network
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2903
Efficient Contextual LLM Cascades through Budget-Constrained Policy Learning
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6800
Online Bayesian Persuasion Without a Clue
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6209
Differentially Private Set Representations
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3102
Mixture of Link Predictors on Graphs
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6500
Graph Learning for Numeric Planning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3609
Learning Where to Edit Vision Transformers
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2703
Diffusion of Thought: Chain-of-Thought Reasoning in Diffusion Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2206
Scalable Neural Network Verification with Branch-and-bound Inferred Cutting Planes
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6603
On the Complexity of Teaching a Family of Linear Behavior Cloning Learners
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1907
TabEBM: A Tabular Data Augmentation Method with Distinct Class-Specific Energy-Based Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6301
Real-Time Recurrent Learning using Trace Units in Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2207
Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4405
Efficient Availability Attacks against Supervised and Contrastive Learning Simultaneously
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6905
Euclidean distance compression via deep random features
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3704
Artemis: Towards Referential Understanding in Complex Videos
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1301
Consensus Learning with Deep Sets for Essential Matrix Estimation
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1302
UNION: Unsupervised 3D Object Detection using Object Appearance-based Pseudo-Classes
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4503
LACIE: Listener-Aware Finetuning for Calibration in Large Language Models
[
OpenReview]
Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3911
Trading Place for Space: Increasing Location Resolution Reduces Contextual Capacity in Hippocampal Codes
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4001
Take A Shortcut Back: Mitigating the Gradient Vanishing for Training Spiking Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5006
Hybrid Top-Down Global Causal Discovery with Local Search for Linear and Nonlinear Additive Noise Models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4406
ZeroMark: Towards Dataset Ownership Verification without Disclosing Watermark
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2501
Towards a Scalable Reference-Free Evaluation of Generative Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2902
Accuracy is Not All You Need
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2702
Constrained Diffusion Models via Dual Training
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6101
Addressing Bias in Online Selection with Limited Budget of Comparisons
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6009
Leveraging partial stragglers within gradient coding
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4307
Conformalized Time Series with Semantic Features
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6103
Remove that Square Root: A New Efficient Scale-Invariant Version of AdaGrad
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5600
Optimal Private and Communication Constraint Distributed Goodness-of-Fit Testing for Discrete Distributions in the Large Sample Regime
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6908
Coherence-free Entrywise Estimation of Eigenvectors in Low-rank Signal-plus-noise Matrix Models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7108
Rethinking Decoders for Transformer-based Semantic Segmentation: Compression is All You Need
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6109
pFedClub: Controllable Heterogeneous Model Aggregation for Personalized Federated Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5905
Stochastic Extragradient with Flip-Flop Shuffling & Anchoring: Provable Improvements
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3003
Spectral Graph Pruning Against Over-Squashing and Over-Smoothing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4000
Addressing Spatial-Temporal Heterogeneity: General Mixed Time Series Analysis via Latent Continuity Recovery and Alignment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1709
Automated Label Unification for Multi-Dataset Semantic Segmentation with GNNs
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1906
Rainbow Teaming: Open-Ended Generation of Diverse Adversarial Prompts
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6505
Integrating Suboptimal Human Knowledge with Hierarchical Reinforcement Learning for Large-Scale Multiagent Systems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2901
From Unstructured Data to In-Context Learning: Exploring What Tasks Can Be Learned and When
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4407
Breaking the False Sense of Security in Backdoor Defense through Re-Activation Attack
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5508
Perceptual Fairness in Image Restoration
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3207
Human Expertise in Algorithmic Prediction
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5407
Animal-Bench: Benchmarking Multimodal Video Models for Animal-centric Video Understanding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3410
Large language model validity via enhanced conformal prediction methods
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6605
RA-PbRL: Provably Efficient Risk-Aware Preference-Based Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7010
Federated Natural Policy Gradient and Actor Critic Methods for Multi-task Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3508
Quantifying the Gain in Weak-to-Strong Generalization
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4100
Multiple Physics Pretraining for Spatiotemporal Surrogate Models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5703
The Many Faces of Optimal Weak-to-Strong Learning
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1410
Equivariant spatio-hemispherical networks for diffusion MRI deconvolution
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3604
QBB: Quantization with Binary Bases for LLMs
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1509
Sparse-view Pose Estimation and Reconstruction via Analysis by Generative Synthesis
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1310
DMesh: A Differentiable Mesh Representation
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4305
Scaling Law for Time Series Forecasting
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4811
Blind Image Restoration via Fast Diffusion Inversion
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5507
Free-Rider and Conflict Aware Collaboration Formation for Cross-Silo Federated Learning
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1107
Approximating mutual information of high-dimensional variables using learned representations
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2704
Learning Image Priors Through Patch-Based Diffusion Models for Solving Inverse Problems
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6808
Taming "data-hungry" reinforcement learning? Stability in continuous state-action spaces
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2500
SceneCraft: Layout-Guided 3D Scene Generation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3307
Accelerating Greedy Coordinate Gradient and General Prompt Optimization via Probe Sampling
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3605
On the cohesion and separability of average-link for hierarchical agglomerative clustering
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3703
Mitigating Object Hallucination via Concentric Causal Attention
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1106
Disentangling Interpretable Factors with Supervised Independent Subspace Principal Component Analysis
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1808
LRM-Zero: Training Large Reconstruction Models with Synthesized Data
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5802
Optimal Multiclass U-Calibration Error and Beyond
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4311
Cooperate or Collapse: Emergence of Sustainable Cooperation in a Society of LLM Agents
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7000
AdaNovo: Towards Robust \emph{De Novo} Peptide Sequencing in Proteomics against Data Biases
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5701
No-Regret Learning for Fair Multi-Agent Social Welfare Optimization
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3908
Inferring stochastic low-rank recurrent neural networks from neural data
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4501
Beyond Slow Signs in High-fidelity Model Extraction
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5906
SequentialAttention++ for Block Sparsification: Differentiable Pruning Meets Combinatorial Optimization
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1009
Learning to Discuss Strategically: A Case Study on One Night Ultimate Werewolf
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2909
Multi-language Diversity Benefits Autoformalization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3001
Graphcode: Learning from multiparameter persistent homology using graph neural networks
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5700
Contextual Multinomial Logit Bandits with General Value Functions
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4708
Any2Policy: Learning Visuomotor Policy with Any-Modality
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2701
Model-based Diffusion for Trajectory Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7001
Instance-adaptive Zero-shot Chain-of-Thought Prompting
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2700
Generative Fractional Diffusion Models
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4408
The Best of Both Worlds: On the Dilemma of Out-of-distribution Detection
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2104
Learning symmetries via weight-sharing with doubly stochastic tensors
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6710
Learnability Matters: Active Learning for Video Captioning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1204
LION: Linear Group RNN for 3D Object Detection in Point Clouds
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4809
Theoretical Investigations and Practical Enhancements on Tail Task Risk Minimization in Meta Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4932
Locating What You Need: Towards Adapting Diffusion Models to OOD Concepts In-the-Wild
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7003
ROIDICE: Offline Return on Investment Maximization for Efficient Decision Making
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3202
Great Minds Think Alike: The Universal Convergence Trend of Input Salience
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1202
Lighting Every Darkness with 3DGS: Fast Training and Real-Time Rendering for HDR View Synthesis
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6008
Freya PAGE: First Optimal Time Complexity for Large-Scale Nonconvex Finite-Sum Optimization with Heterogeneous Asynchronous Computations
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3407
ContextCite: Attributing Model Generation to Context
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5602
Learning from Snapshots of Discrete and Continuous Data Streams
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7007
Fast Graph Sharpness-Aware Minimization for Enhancing and Accelerating Few-Shot Node Classification
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1604
Rethinking The Training And Evaluation of Rich-Context Layout-to-Image Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4707
Near-Optimal Streaming Heavy-Tailed Statistical Estimation with Clipped SGD
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4409
Improved Generation of Adversarial Examples Against Safety-aligned LLMs
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3905
NeuroClips: Towards High-fidelity and Smooth fMRI-to-Video Reconstruction
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2904
Verified Code Transpilation with LLMs
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1606
Learning Action and Reasoning-Centric Image Editing from Videos and Simulation
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1603
UDPM: Upsampling Diffusion Probabilistic Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2601
Evaluating the design space of diffusion-based generative models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6907
Breaking the curse of dimensionality in structured density estimation
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5302
DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6909
Deterministic Policies for Constrained Reinforcement Learning in Polynomial Time
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1903
No "Zero-Shot" Without Exponential Data: Pretraining Concept Frequency Determines Multimodal Model Performance
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Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6108
IPM-LSTM: A Learning-Based Interior Point Method for Solving Nonlinear Programs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2208
Coded Computing for Resilient Distributed Computing: A Learning-Theoretic Framework
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6204
No Free Lunch Theorem and Black-Box Complexity Analysis for Adversarial Optimisation
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5509
Mitigating Biases in Blackbox Feature Extractors for Image Classification Tasks
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1303
UMB: Understanding Model Behavior for Open-World Object Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2300
Understanding Transformer Reasoning Capabilities via Graph Algorithms
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5410
FairJob: A Real-World Dataset for Fairness in Online Systems
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1706
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2600
Equivariant Blurring Diffusion for Hierarchical Molecular Conformer Generation
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7006
Boosting Alignment for Post-Unlearning Text-to-Image Generative Models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3906
Global Distortions from Local Rewards: Neural Coding Strategies in Path-Integrating Neural Systems
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5803
On the Minimax Regret for Contextual Linear Bandits and Multi-Armed Bandits with Expert Advice
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6208
Private Algorithms for Stochastic Saddle Points and Variational Inequalities: Beyond Euclidean Geometry
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4303
DPIC: Decoupling Prompt and Intrinsic Characteristics for LLM Generated Text Detection
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2803
Remix-DiT: Mixing Diffusion Transformers for Multi-Expert Denoising
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5000
Fast Proxy Experiment Design for Causal Effect Identification
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7005
Efficient Minimum Bayes Risk Decoding using Low-Rank Matrix Completion Algorithms
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3904
Evaluating alignment between humans and neural network representations in image-based learning tasks
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6104
Learnability of high-dimensional targets by two-parameter models and gradient flow
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3401
Neuc-MDS: Non-Euclidean Multidimensional Scaling Through Bilinear Forms
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4304
ANT: Adaptive Noise Schedule for Time Series Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7008
Large Language Models-guided Dynamic Adaptation for Temporal Knowledge Graph Reasoning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7009
TAPTRv2: Attention-based Position Update Improves Tracking Any Point
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6102
Bayesian Nonparametrics Meets Data-Driven Distributionally Robust Optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4300
EASI: Evolutionary Adversarial Simulator Identification for Sim-to-Real Transfer
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4709
Be like a Goldfish, Don't Memorize! Mitigating Memorization in Generative LLMs
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3004
RAGraph: A General Retrieval-Augmented Graph Learning Framework
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3510
Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6806
Sub-optimal Experts mitigate Ambiguity in Inverse Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2200
SAM-Guided Masked Token Prediction for 3D Scene Understanding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4301
Reasoning Multi-Agent Behavioral Topology for Interactive Autonomous Driving
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4404
Erasing Undesirable Concepts in Diffusion Models with Adversarial Preservation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6300
Dual Critic Reinforcement Learning under Partial Observability
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2905
Piecewise deterministic generative models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6401
Generalizing Consistency Policy to Visual RL with Prioritized Proximal Experience Regularization
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2205
Adaptive Randomized Smoothing: Certified Adversarial Robustness for Multi-Step Defences
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6001
Derivatives of Stochastic Gradient Descent in parametric optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7309
AdaFlow: Imitation Learning with Variance-Adaptive Flow-Based Policies
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4700
4DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on RDBs
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5500
Harnessing Multiple Correlated Networks for Exact Community Recovery
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3709
Accelerating Pre-training of Multimodal LLMs via Chain-of-Sight
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4109
An Efficient High-dimensional Gradient Estimator for Stochastic Differential Equations
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4810
EfficientCAPER: An End-to-End Framework for Fast and Robust Category-Level Articulated Object Pose Estimation
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2603
DiffGS: Functional Gaussian Splatting Diffusion
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6805
Offline Multitask Representation Learning for Reinforcement Learning
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1300
Memorize What Matters: Emergent Scene Decomposition from Multitraverse
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1200
Adaptive Visual Scene Understanding: Incremental Scene Graph Generation
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3500
Automatically Learning Hybrid Digital Twins of Dynamical Systems
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1201
DreamMesh4D: Video-to-4D Generation with Sparse-Controlled Gaussian-Mesh Hybrid Representation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5707
A Nearly Optimal and Low-Switching Algorithm for Reinforcement Learning with General Function Approximation
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2106
Compositional Automata Embeddings for Goal-Conditioned Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1203
MotionGS: Exploring Explicit Motion Guidance for Deformable 3D Gaussian Splatting
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6804
Policy Optimization for Robust Average Reward MDPs
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6304
Uncertainty-based Offline Variational Bayesian Reinforcement Learning for Robustness under Diverse Data Corruptions
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5805
No-Regret M${}^{\natural}$-Concave Function Maximization: Stochastic Bandit Algorithms and NP-Hardness of Adversarial Full-Information Setting
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6307
Worst-Case Offline Reinforcement Learning with Arbitrary Data Support
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4410
Federated Model Heterogeneous Matryoshka Representation Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6002
Functionally Constrained Algorithm Solves Convex Simple Bilevel Problem
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2400
ZipCache: Accurate and Efficient KV Cache Quantization with Salient Token Identification
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1908
Algorithmic progress in language models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4808
Generative Hierarchical Materials Search
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6400
The Surprising Ineffectiveness of Pre-Trained Visual Representations for Model-Based Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1700
FashionR2R: Texture-preserving Rendered-to-Real Image Translation with Diffusion Models
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1007
Learning Commonality, Divergence and Variety for Unsupervised Visible-Infrared Person Re-identification
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2401
Categorical Flow Matching on Statistical Manifolds
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3203
Conditional Density Estimation with Histogram Trees
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3000
What do Graph Neural Networks learn? Insights from Tropical Geometry
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6506
Opponent Modeling based on Subgoal Inference
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2503
B'MOJO: Hybrid State Space Realizations of Foundation Models with Eidetic and Fading Memory
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5907
Exploratory Retrieval-Augmented Planning For Continual Embodied Instruction Following
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4806
Déjà Vu Memorization in Vision–Language Models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7104
SpeechAlign: Aligning Speech Generation to Human Preferences
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7210
Artificial Generational Intelligence: Cultural Accumulation in Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2105
Bootstrapping Top-down Information for Self-modulating Slot Attention
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7002
Motion Graph Unleashed: A Novel Approach to Video Prediction
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5606
A two-scale Complexity Measure for Deep Learning Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2504
Fundamental Limits of Prompt Compression: A Rate-Distortion Framework for Black-Box Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6205
Inversion-based Latent Bayesian Optimization
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5409
ABCFair: an Adaptable Benchmark approach for Comparing Fairness Methods
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3810
No Filter: Cultural and Socioeconomic Diversity in Contrastive Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6308
BECAUSE: Bilinear Causal Representation for Generalizable Offline Model-based Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3405
Text2NKG: Fine-Grained N-ary Relation Extraction for N-ary relational Knowledge Graph Construction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2506
Stability and Generalizability in SDE Diffusion Models with Measure-Preserving Dynamics
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2010
Building on Efficient Foundations: Effective Training of LLMs with Structured Feedforward Layers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6403
No Representation, No Trust: Connecting Representation, Collapse, and Trust Issues in PPO
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1111
MMSite: A Multi-modal Framework for the Identification of Active Sites in Proteins
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5800
Strategic Littlestone Dimension: Improved Bounds on Online Strategic Classification
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4108
Treeffuser: probabilistic prediction via conditional diffusions with gradient-boosted trees
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5808
A Simple and Adaptive Learning Rate for FTRL in Online Learning with Minimax Regret of $\Theta(T^{2/3})$ and its Application to Best-of-Both-Worlds
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1600
Zero-shot Image Editing with Reference Imitation
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6609
Regularized Conditional Diffusion Model for Multi-Task Preference Alignment
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1805
COVE: Unleashing the Diffusion Feature Correspondence for Consistent Video Editing
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4600
NetworkGym: Reinforcement Learning Environments for Multi-Access Traffic Management in Network Simulation
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4801
Fairness without Harm: An Influence-Guided Active Sampling Approach
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3409
LLM-Check: Investigating Detection of Hallucinations in Large Language Models
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2110
VMamba: Visual State Space Model
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4411
Diffusion-based Layer-wise Semantic Reconstruction for Unsupervised Out-of-Distribution Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3109
Online Relational Inference for Evolving Multi-agent Interacting Systems
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6803
Multi-Agent Coordination via Multi-Level Communication
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3607
$\textit{Trans-LoRA}$: towards data-free Transferable Parameter Efficient Finetuning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4106
A Recipe for Charge Density Prediction
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1802
NaRCan: Natural Refined Canonical Image with Integration of Diffusion Prior for Video Editing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3005
EGonc : Energy-based Open-Set Node Classification with substitute Unknowns
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6010
LSH-MoE: Communication-efficient MoE Training via Locality-Sensitive Hashing
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2801
Where does In-context Learning \\ Happen in Large Language Models?
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4703
GS-Hider: Hiding Messages into 3D Gaussian Splatting
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1003
How Does Message Passing Improve Collaborative Filtering?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1702
IF-Font: Ideographic Description Sequence-Following Font Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2707
Warped Diffusion: Solving Video Inverse Problems with Image Diffusion Models
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2510
Self-Consuming Generative Models with Curated Data Provably Optimize Human Preferences
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1311
Where's Waldo: Diffusion Features For Personalized Segmentation and Retrieval
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3204
LLM Circuit Analyses Are Consistent Across Training and Scale
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3008
[Re] Reproducibility Study of “Explaining Temporal Graph Models Through an Explorer-Navigator Framework"
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1806
X-Ray: A Sequential 3D Representation For Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1608
AWT: Transferring Vision-Language Models via Augmentation, Weighting, and Transportation
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6405
Decision Mamba: A Multi-Grained State Space Model with Self-Evolution Regularization for Offline RL
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3209
Referring Human Pose and Mask Estimation In the Wild
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3509
Meta-Exploiting Frequency Prior for Cross-Domain Few-Shot Learning
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2007
Neglected Hessian component explains mysteries in sharpness regularization
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6302
Distributional Preference Alignment of LLMs via Optimal Transport
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1710
LESS: Label-Efficient and Single-Stage Referring 3D Segmentation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4908
GraphVis: Boosting LLMs with Visual Knowledge Graph Integration
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2000
Understanding the Differences in Foundation Models: Attention, State Space Models, and Recurrent Neural Networks
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2410
Spiking Token Mixer: A event-driven friendly Former structure for spiking neural networks
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1807
MotionBooth: Motion-Aware Customized Text-to-Video Generation
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4202
Practical Shuffle Coding
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4103
Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2611
Theoretical guarantees in KL for Diffusion Flow Matching
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1607
START: A Generalized State Space Model with Saliency-Driven Token-Aware Transformation
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4104
Validating Climate Models with Spherical Convolutional Wasserstein Distance
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1504
Self-Distilled Depth Refinement with Noisy Poisson Fusion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4607
Vaccine: Perturbation-aware Alignment for Large Language Models against Harmful Fine-tuning Attack
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2402
Invariant Tokenization of Crystalline Materials for Language Model Enabled Generation
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3304
Model LEGO: Creating Models Like Disassembling and Assembling Building Blocks
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1206
3D Focusing-and-Matching Network for Multi-Instance Point Cloud Registration
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6105
The Star Geometry of Critic-Based Regularizer Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2103
Mobility-LLM: Learning Visiting Intentions and Travel Preference from Human Mobility Data with Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3208
RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6106
Learning to Handle Complex Constraints for Vehicle Routing Problems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1506
GSDF: 3DGS Meets SDF for Improved Neural Rendering and Reconstruction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5910
F-OAL: Forward-only Online Analytic Learning with Fast Training and Low Memory Footprint in Class Incremental Learning
[
Slides]
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5908
The Road Less Scheduled
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5503
Decision-Making Behavior Evaluation Framework for LLMs under Uncertain Context
[
Slides]
[
Poster]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6602
Latent Plan Transformer for Trajectory Abstraction: Planning as Latent Space Inference
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3406
Aligning to Thousands of Preferences via System Message Generalization
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6006
Promoting Fairness Among Dynamic Agents in Online-Matching Markets under Known Stationary Arrival Distributions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5702
Improved Analysis for Bandit Learning in Matching Markets
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2605
SyncTweedies: A General Generative Framework Based on Synchronized Diffusions
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3411
Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4500
Privacy Backdoors: Enhancing Membership Inference through Poisoning Pre-trained Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3903
Deep Correlated Prompting for Visual Recognition with Missing Modalities
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1510
ReGS: Reference-based Controllable Scene Stylization with Gaussian Splatting
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3802
Chat-Scene: Bridging 3D Scene and Large Language Models with Object Identifiers
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2508
Synergistic Dual Spatial-aware Generation of Image-to-text and Text-to-image
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6404
Mitigating Partial Observability in Decision Processes via the Lambda Discrepancy
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3806
MoMu-Diffusion: On Learning Long-Term Motion-Music Synchronization and Correspondence
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2911
Advancing Tool-Augmented Large Language Models: Integrating Insights from Errors in Inference Trees
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4010
Latent Diffusion for Neural Spiking Data
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7200
Non-Stationary Learning of Neural Networks with Automatic Soft Parameter Reset
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3103
DiGRAF: Diffeomorphic Graph-Adaptive Activation Function
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4921
Is A Picture Worth A Thousand Words? Delving Into Spatial Reasoning for Vision Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1900
E.T. Bench: Towards Open-Ended Event-Level Video-Language Understanding
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2109
TripletCLIP: Improving Compositional Reasoning of CLIP via Synthetic Vision-Language Negatives
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1405
SpeechForensics: Audio-Visual Speech Representation Learning for Face Forgery Detection
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5406
SWT-Bench: Testing and Validating Real-World Bug-Fixes with Code Agents
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3105
Logical characterizations of recurrent graph neural networks with reals and floats
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2309
Guiding Neural Collapse: Optimising Towards the Nearest Simplex Equiangular Tight Frame
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2210
Learning diverse causally emergent representations from time series data
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7204
ShowMaker: Creating High-Fidelity 2D Human Video via Fine-Grained Diffusion Modeling
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1708
One Token to Seg Them All: Language Instructed Reasoning Segmentation in Videos
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4400
Rethinking LLM Memorization through the Lens of Adversarial Compression
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2302
How does Gradient Descent Learn Features --- A Local Analysis for Regularized Two-Layer Neural Networks
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5607
Statistical Estimation in the Spiked Tensor Model via the Quantum Approximate Optimization Algorithm
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6910
Kernel-Based Function Approximation for Average Reward Reinforcement Learning: An Optimist No-Regret Algorithm
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1511
Unveiling the Hidden: Online Vectorized HD Map Construction with Clip-Level Token Interaction and Propagation
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1905
Data Acquisition via Experimental Design for Data Markets
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6708
Partially Observable Cost-Aware Active-Learning with Large Language Models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4508
Optimistic Verifiable Training by Controlling Hardware Nondeterminism
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5806
Improved learning rates in multi-unit uniform price auctions
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2111
Decoupled Kullback-Leibler Divergence Loss
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3501
Revealing Distribution Discrepancy by Sampling Transfer in Unlabeled Data
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4934
Should We Really Edit Language Models? On the Evaluation of Edited Language Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1403
Soft Superpixel Neighborhood Attention
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Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3606
Boosting Transferability and Discriminability for Time Series Domain Adaptation
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2303
Large Stepsize Gradient Descent for Non-Homogeneous Two-Layer Networks: Margin Improvement and Fast Optimization
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1402
Transformer Doctor: Diagnosing and Treating Vision Transformers
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1703
FasterDiT: Towards Faster Diffusion Transformers Training without Architecture Modification
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1502
Towards Croppable Implicit Neural Representations
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3711
Continual Audio-Visual Sound Separation
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6011
SpaFL: Communication-Efficient Federated Learning With Sparse Models And Low Computational Overhead
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4902
ControlSynth Neural ODEs: Modeling Dynamical Systems with Guaranteed Convergence
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1409
EZ-HOI: VLM Adaptation via Guided Prompt Learning for Zero-Shot HOI Detection
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6012
Thinking Forward: Memory-Efficient Federated Finetuning of Language Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4510
Neural Model Checking
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2708
Neural Residual Diffusion Models for Deep Scalable Vision Generation
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4903
Adversarial Representation Engineering: A General Model Editing Framework for Large Language Models
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Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4511
Unified Gradient-Based Machine Unlearning with Remain Geometry Enhancement
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Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3805
What matters when building vision-language models?
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4935
Multi-Head Mixture-of-Experts
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3106
Rethinking Reconstruction-based Graph-Level Anomaly Detection: Limitations and a Simple Remedy
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2806
Attack-Resilient Image Watermarking Using Stable Diffusion
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2606
VidProM: A Million-scale Real Prompt-Gallery Dataset for Text-to-Video Diffusion Models
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Poster]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3011
AutoPSV: Automated Process-Supervised Verifier
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1601
DiMSUM: Diffusion Mamba - A Scalable and Unified Spatial-Frequency Method for Image Generation
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Slides]
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3804
Temporal Sentence Grounding with Relevance Feedback in Videos
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6406
Disentangled Unsupervised Skill Discovery for Efficient Hierarchical Reinforcement Learning
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2502
Image Reconstruction Via Autoencoding Sequential Deep Image Prior
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1904
REDUCR: Robust Data Downsampling using Class Priority Reweighting
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Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5608
Active Learning of General Halfspaces: Label Queries vs Membership Queries
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7100
RegExplainer: Generating Explanations for Graph Neural Networks in Regression Tasks
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4905
Tactile DreamFusion: Exploiting Tactile Sensing for 3D Generation
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7201
SimVG: A Simple Framework for Visual Grounding with Decoupled Multi-modal Fusion
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1008
Learning Plaintext-Ciphertext Cryptographic Problems via ANF-based SAT Instance Representation
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4009
Compositional Generalization Across Distributional Shifts with Sparse Tree Operations
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2805
PrefPaint: Aligning Image Inpainting Diffusion Model with Human Preference
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Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3503
Searching for Efficient Linear Layers over a Continuous Space of Structured Matrices
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1400
Exploiting Descriptive Completeness Prior for Cross Modal Hashing with Incomplete Labels
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4609
Reconstruct and Match: Out-of-Distribution Robustness via Topological Homogeneity
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3511
A Metalearned Neural Circuit for Nonparametric Bayesian Inference
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3107
GraphTrail: Translating GNN Predictions into Human-Interpretable Logical Rules
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3301
Selective Explanations
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6807
Bisimulation Metrics are Optimal Transport Distances, and Can be Computed Efficiently
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Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1500
Voxel Mamba: Group-Free State Space Models for Point Cloud based 3D Object Detection
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3504
Diffeomorphic interpolation for efficient persistence-based topological optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3309
Weak-eval-Strong: Evaluating and Eliciting Lateral Thinking of LLMs with Situation Puzzles
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6407
Autoregressive Policy Optimization for Constrained Allocation Tasks
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1104
HEST-1k: A Dataset For Spatial Transcriptomics and Histology Image Analysis
[
Poster]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3907
Flexible task abstractions emerge in linear networks with fast and bounded units
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3702
Probabilistic Conformal Distillation for Enhancing Missing Modality Robustness
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6305
Entropy-regularized Diffusion Policy with Q-Ensembles for Offline Reinforcement Learning
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3302
Interpretable Image Classification with Adaptive Prototype-based Vision Transformers
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4006
Flexible mapping of abstract domains by grid cells via self-supervised extraction and projection of generalized velocity signals
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Poster]
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6003
Interpretable Lightweight Transformer via Unrolling of Learned Graph Smoothness Priors
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7203
Scaling Retrieval-Based Language Models with a Trillion-Token Datastore
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2804
Coherent 3D Scene Diffusion From a Single RGB Image
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2610
DeepDRK: Deep Dependency Regularized Knockoff for Feature Selection
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Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6201
Guided Trajectory Generation with Diffusion Models for Offline Model-based Optimization
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4308
Con4m: Context-aware Consistency Learning Framework for Segmented Time Series Classification
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1501
Multi-Object 3D Grounding with Dynamic Modules and Language-Informed Spatial Attention
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4005
Exploring Behavior-Relevant and Disentangled Neural Dynamics with Generative Diffusion Models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4205
Nonstationary Sparse Spectral Permanental Process
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6610
Beyond Optimism: Exploration With Partially Observable Rewards
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1711
Towards Flexible Visual Relationship Segmentation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2306
On the Saturation Effects of Spectral Algorithms in Large Dimensions
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5501
Replicability in Learning: Geometric Partitions and KKM-Sperner Lemma
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6801
Multi-Winner Reconfiguration
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5402
HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models
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Slides]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6507
Melting Pot Contest: Charting the Future of Generalized Cooperative Intelligence
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5609
Group-wise oracle-efficient algorithms for online multi-group learning
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OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3108
Unitary Convolutions for Learning on Graphs and Groups
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3603
(FL)$^2$: Overcoming Few Labels in Federated Semi-Supervised Learning
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6707
Clustering with Non-adaptive Subset Queries
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4608
Be Confident in What You Know: Bayesian Parameter Efficient Fine-Tuning of Vision Foundation Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3602
Unified Domain Generalization and Adaptation for Multi-View 3D Object Detection
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Poster]
[
OpenReview]
Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7205
Generalization Error Bounds for Two-stage Recommender Systems with Tree Structure
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1000
SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3310
Semantics and Spatiality of Emergent Communication
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5207
DetectEval: Benchmarking LLM-Generated Text Detection in Real-World Scenarios
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5205
Evaluating Large Vision-and-Language Models on Children's Mathematical Olympiads
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Poster]
