(212 events) Time zone: Conference local time zone
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Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Training-Free Active Test-Time Adaptation for Vision-Language Models
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
UncertainGen: Scalable Uncertainty-Aware Representation Learning of DNA Sequences
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
When to Align, When to Predict: A Phase Diagram for Multimodal Learning
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
DeFlowCritic: Dense Latent Reward Alignment for Text-to-Image Flow Matching Models
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
The Sample Complexity of Multiple Change Point Identification under Bandit Feedback
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Near-Optimal Stochastic Linear Bandits with Delay
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
UGGRH: Unsupervised Generative Completion and Graph-attention Refinement for Incomplete Cross-modal Hashing
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Slides]
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Fast Learning Rates for Physics-Informed Kernel Methods
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
MulTaBench: Benchmarking Multimodal Tabular Learning with Text and Image
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Poster]
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Decomposing One Professional-Framing Pipeline: Which Components Shift LLM Safety Boundaries?
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
SING-CH: Task-Scale-Agnostic Lifelong Cross-Modal Hashing on Statistical Manifolds
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Poster]
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
PRISM: Polarimetric Road-surface Intelligent Sensing and Measurement Dataset
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
GT-HarmBench: Benchmarking AI Safety Risks Through the Lens of Game Theory
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
The Labeling Problem in Hallucination Detection Benchmarks: An Empirical Evaluation
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Entropy-Gated Latent Recursion
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
PhysRemover: A Unified Framework for Physically Realistic Object Removal
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Understanding diffusion models requires rethinking (again) generalization
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Hyperparameter Transfer for Dense Associative Memories
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Safe Offline Reinforcement Learning using Behavior Regularisation and Latent Feasibility-Guidance
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
ZEBRA: Zero-shot Budgeted Resource Allocation for LLM Orchestration
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
TIDES: Implicit Time-Awareness in Selective State Space Models
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Accelerating Long-Context LLM Prefill via Layer-wise Progressive Token Pruning in Local Deployment
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Dataset Collections: Challenges of Large-Scale Data Aggregation in 3D Medical Image Datasets
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
On the Pitfalls of Instance-Based Dynamic Curricula
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Learning to Drive in New Cities Without Human Demonstrations
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
UniVR: Thinking in Visual Space for Unified Visual Reasoning
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Feature-Context Consistency: Unsupervised Adversarial Detection with Drift Stability on Attributed Graphs
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Integrating Local and Global Entropy for Uncertainty Quantification in LLMs
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Test-Time Compute Games
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Scaling Generative Foundation Models for Chest Radiography with Rectified Flow Transformers
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
World-Model-Inspired Flicker State Modeling for Burst Flicker Removal
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Resilient Byzantine Agreement with Predictions
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Even More Guarantees for Variational Inference in the Presence of Symmetries
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Conveyance: A Versatile Framework for Learning in Structured Class Spaces
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Counterfactual Maps: What They Are and How to Find Them
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
LAtte: Hyperbolic Lorentz Attention for Joint-Subject EEG Classification
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
CurveBench: A Benchmark for Exact Topological Reasoning over Nested Jordan Curves
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
SyncLight: Single-Edit Multi-View Relighting
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Zero-Shot Quantization via Weight-Space Arithmetic
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Regret Minimization in Single-Dimensional Contract-Design with Binary Actions
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
SPRING: Solver-guided Process Rewards for Novel Logical Reasoning Steps Generation
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Outcome-Based RL Provably Leads Transformers to Reason, but Only With the Right Data
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Heterogeneous Agent Collaborative Reinforcement Learning
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
CRAFT: Conflict-Resolved Aggregation for Federated Training
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Improved Algorithms for Online Classification with Surrogate Losses
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
KINDER: Kernel-based Independence for Fair Representation Learning via Prototype-space Erasure
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Inference-Time Refinement Closes the Synthetic-Real Gap in Tabular Diffusion
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Theory of Optimal Learning Rate Schedules and Scaling Laws for a Random Feature Model
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Models That Know How Evaluations Are Designed Score Safer
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Progressive Signal Calibration for Medical Image Segmentation: Diagnosing and Correcting Structural Misalignment in Training Signals
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Filtered-Trace Online Variational Training for Probabilistic Spiking Neural Networks
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
How Should Parallel Langevin Chains Share Noise?
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Transporting the Past: An Optimal Transport View of Backtracking Counterfactuals
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
GridDiffuser: Constraint-Guided Graph Diffusion for AC Optimal Power Flow
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Are Easier or Harder Examples Better? Rethinking Data Selection for Reward Models and Preference Optimization
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Factorized Self-Supervised Speech Tokenization
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Routers Learn the Geometry of Their Experts: Geometric Coupling in Sparse Mixture-of-Experts
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Annealing in variational inference mitigates mode collapse: a theoretical study on Gaussian mixtures
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Length Generalization for Transformers via Compression
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
AudioGS: High-Fidelity Neural Audio Compression via Continuous Gaussian Splatting
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
The Geometry of Linear Program Compression: An Exact Characterization and Learning Algorithm
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Autofocus Retrieval: An Effective Pipeline for Multi-Hop Question Answering With Semi-Structured Knowledge
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
OWCE: Revealing Language Model Complementarity via Online Weakness-Conditioned Evaluation
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
What DNA Foundation Models Learn Beyond Sequence Composition
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Harnessing Accurate and Automatic Trend Detection in Data Streams via Tbps-Level Inference
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Ensemble Distributionally Robust Bayesian Optimisation
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Test-Time Personalization: A Diagnostic Framework and Probabilistic Fix for Scaling Failures
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
SOPO: Socratic Guided Policy Optimization for Span-Level Hallucination Detection
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Prune to Protect: Faster Training and Enhanced Privacy by Dynamic Data Pruning
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
ProgramBench: Can Language Models Rebuild Programs From Scratch?
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
APM: Evaluating Style Personalization in LLMs with Arbitrary Preference Mappings
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Hypernetworks for Dynamic Feature Selection
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Selectivity and Shape in the Design of Forward-Forward Goodness Functions
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Causal-VLM: Dense Causal Captioning in Videos
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
What to Predict for Efficient Scheduling on Parallel Machines
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
High-Probability Minimax Adaptive Estimation in Besov Spaces via Online-to-Batch
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Scalable Multi-Agent Contrastive Reinforcement Learning
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Reasoning-Trace Collapse: Evaluating the Loss of Explicit Reasoning During Fine-Tuning
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
General Agent Evaluation
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Not Another Text Benchmark: Putting the “Visual" Back in Visual Question Answering for Large Video Models
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Sparse Video Generation Propels Real-World Beyond-the-View Vision-Language Navigation
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Flexible Intensities Matter: A comprehensive re-evaluation of Classical and Neural Temporal Point Processes
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Smooth Piecewise Cutting for Neural Operator to Handle Discontinuities and Sharp Transitions
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
The Pareto Frontier of Randomized Learning-Augmented Online Bidding
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
JaSpec-LID: Local Intrinsic Dimension Estimation via Jacobian Spectra of ODE-based Generative Models
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Nautilus: From One Prompt to Plug-and-Play Robot Learning
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Canonical Predictive Quotients: A Theory of Prediction under Hidden Predictive State Uncertainty with ICL Implications
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Simplifying Transformer-Based U-Net Neural Physics Simulators
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Liars' Bench: Evaluating Lie Detectors for Language Models
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
DPPE: Rethinking Camera-Based Positional Encoding for Scaling Multi-View Transformers
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
2-Step Agent: How a Bayesian Decision Maker Learns from AI-Decision Support
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
RamanBench: A Large-Scale Benchmark for Machine Learning on Raman Spectroscopy
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
TextSeal: A Localized LLM Watermark for Provenance & Distillation Protection
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Mixed-Curvature Geometric Latent Diffusion Model for Graph Generation
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Minimax Private Estimation of Smooth Optimal-Transport Maps
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
REFORM-3D: A Representation-Centric Evaluation Framework for 3D Medical Vision Foundation Models
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
C-LoRA: Continual Low-Rank Adaptation for Pre-trained Visual Models
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Think about how AIs think about themselves
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
DNS-Calibrated Local Stochastic Transition Closure for PDE-Free Long-Horizon Turbulence Diffusion
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Retrieve-then-Rerank Inference for Vocabulary-Based End-to-End Driving
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Position: Let’s Strengthen Verifiability if We Can’t Enforce Reproducibility
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Scheming Is a Symptom: Alignment Research Should Probe Reflexive Fragility
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Echo learning enables biologically plausible temporal credit assignment
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Understanding the Curse of Unrolling
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
DiLaDiff: Distilled Latent-augmented Diffusion for Language Modeling
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
LSC-Parlament: An Automatically Aligned Catalan Sign Language Dataset from Parliament Videos.
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Market-Based Runtime Resource Allocation for LLM Multi-Agent Systems
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Learning to Bid in Repeated Second-Price Auctions with Dynamic Values and Aggregated Feedback
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Probabilistic Data-Driven Modelling of Astrophysical Transients: The Neural Process Family for Ultrafast and Class-Agnostic Light Curve Reconstruction
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Differentiable Nonlinear Model Predictive Control
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
PAC-Bayesian Bounds for Learning Partially Observed Stochastic Linear Time-Invariant State-Space Systems with Inputs and Sub-Gaussian Noise
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Contextual Flow Matching: Adaptive Step Selection in Flow Models for Efficient Visual Generation
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Calibrated Safe Policy Improvement for Continuous Offline Reinforcement Learning
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Certifiably Optimal Robust Angular Synchronization
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Toward Embodied World Agents via Embodied-Planning Dataset and Interactive World Models
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Off-Policy Evaluation of Large Language Models via Learned Semantic Bottleneck Embeddings
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
AIRA 2: Overcoming Bottlenecks in AI Research Agents
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
On objective mismatch in molecular retrieval from tandem mass spectrometry
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
ORCAID: Oblique Rule-Based Continuous-Action Interpretation for Deep RL Policies
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Learning Reusable Options by Decomposing Neural Policies
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Predictive Geometry of Hidden Trajectories in Transformers
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Slides]
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Neural Fourier Transform for Multiple Time Series Prediction
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
FusionProt: Fusing Sequence and Structural Information for Unified Protein Representation Learning
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Performative Prediction with Selective Labels
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Corruptions of Supervised Learning Problems: Typology and Mitigations
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Spectral Quantum Memory for Implicit Neural Representations
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Coherence Mechanisms for Provable Self-Improvement
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Neuromodulated Constrained Autoencoders for Context-Dependent Manifold Learning
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
THEIA: A Multimodal Dataset and Benchmark for Vision-Language Analysis of Layout
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Tight PAC-Bayes Generalisation Guarantees for Large Language Model Safety Monitoring
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
MedZERO: Self-Evolving Agents for Open-Ended Medical Reasoning Through Controlled Knowledge Accumulation
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
ACDP: Architecture-aware Cross-Dataset Performance Predictor for NAS
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Beyond Chamfer Distance: Granular Order-aware Evaluation Metric For Online Mapping
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Maxitive Donsker-Varadhan Formulation for Possibilistic Variational Inference
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Tight $L_\infty$ Sample Complexity for Low-Degree and Sparse Boolean Polynomials
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
JEPAWG: Interpretable Hypernetworks for Weight-Space Physics
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Computationally Efficient Replicable Learning of Parities and Applications
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Mining Logic under Uncertainty: Probabilistic Soft Logic with Energy-Based Inference for Chain-of-Thought Verification
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Amortized Structured Stochastic Variational Inference for Gaussian Process Latent Variable Models
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
GDMD: Guiding Distribution Matching Distillation with Gradient-Based Reinforcement Learning
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
X2HDR: HDR Image Generation in a Perceptually Uniform Space
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
GRASP: Guided Residual Adapters with Sample-wise Partitioning
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Boosting Inference with Guided Reasoning: Stochastic Exploration for Recursive Models
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Supervised Distributional Reduction via Optimal Transport and Dependence Maximization
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OpenReview]
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Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Prefill-Guided Trace Allocation for Sample-Efficient Test-Time Scaling
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Probing for Representation Manifolds in Superposition
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
TORNADO: Adaptive Latent Stochastic Transport for Calibrated Probabilistic PDE Forecasting
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
OneVision-Encoder: Codec-Aligned Sparsity as a Foundational Principle for Multimodal Intelligence
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Auditing is not Evaluating: LLM Audit Requires Dynamic, Contextual, Budget-aware and Reliable Evidence
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
MedFlowSeg: Flow Matching for Medical Image Segmentation with Frequency-Aware Attention
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Theoretical guarantees for Banded Approximations of Gaussian Processes
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
The Benefits of Temporal Correlations: SGD Efficiently Learns k-Juntas from Random Walks
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
The Causal Description Gap: Information-Theoretic Separations Across Pearl's Hierarchy
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
$\varphi$TD: Distributional Reinforcement Learning using Characteristic Functions
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Principled Federated Random Forests for Heterogeneous Data
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Towards Understanding Self-Pretraining for Sequence Classification
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Poster]
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
How LLMs Distinguish Threats from Offers
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Batched Stochastic Linear Bandits with 1-Bit Communication Constraints
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Generalizing the Geometry of Model Merging Through Fréchet Averages
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
In-Context Learning for Remote Sensing Vision: A Semantic-Aware Rotation-Robust Diffusion Framework
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Virtual-Flow: Virtual Microphone-based Speech Enhancement via Unsupervised Flow Matching
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
From Inexact Gradients to Byzantine Robustness: Acceleration and Optimization under Similarity
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Neural Chameleons: Language Models Can Learn to Hide Their Thoughts from Unseen Activation Monitors
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
ConfDet: Learning Reliable Confidence for MLLM-based Detection
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
DepthGraft: Structural Regularization through Hierarchical Cross-Layer KV Reconstruction
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Surjective Pseudo-Invertible Neural Networks
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Geometric Inductive Biases for Semi-Supervised Equalization: The Constellation-Aware Transformer
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
NeRFix: fixing subtle mistakes in the quadrature of the NeRF volumetric integral
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Zero-Shot Burst Restoration via Diffusion MAP Inference with Poisson-Gaussian Noise Likelihood
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Revisiting Cross-View Completion: Self-Supervised Pre-Training via Reconstruction Error Comparison
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
PVFormer: Proper Velocity Transformer for Stable and Scalable Hyperbolic Representation Learning
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Federation Is the Way Forward for AI Agents
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Interpretable Machine Learning Evaluates Differential Therapy Effects in Parkinsonian Gait
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Feedback Forensics: A Toolkit to Measure AI Personality
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Soft Forward-Backward Representations for Zero-shot Reinforcement Learning with General Utilities
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Robust and Scalable Collaborative Learning via Pull-Based Epidemic Communication
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Umbilic Multinomial Logistic Regression
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Data-Driven Covariate Selection for Nonparametric and Cycle-Agnostic Causal Effect Estimation
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Target-Budget Best-Function Identification for Scaling-Law-Guided Model Selection
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Stein Transport for Generative Modeling
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Decentralized AI Governance Must Decouple Policy Processing from Capability Enforcement
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
The Power of Second Order Methods for Sequence Preconditioning
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Shuffle and Joint Differential Privacy for Generalized Linear Contextual Bandits
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Consistency Regularised Gradient Flows for Inverse Problems
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Learning Global Probabilistic Explanations
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Long-Range Spatio-Temporal Graph Propagation Through Oscillations
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
When Streaming Fails: Dynamic Algorithms for Unconstrained Submodular Maximization
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
A Separation Principle for Cooperative Multi-Agent Reinforcement Learning
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OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
DynaSub: Adaptive Subgrouping for Scalable Representation Learning
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Super-Level-Set Regression: Conditional Quantiles via Volume Minimization
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Tracing Actual Causes with Counterfactual Witness Maps
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
UniPrefill: Universal Long-Context Prefill Acceleration via Block-wise Dynamic Sparsification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Interpretability-by-Design with Accurate Locally Additive Models and Conditional Feature Effects
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
On Rate-Optimal Partitioning Classification from Observable and from Privatised Data
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Beyond Isotropy in JEPAs: Hamiltonian Geometry and Symplectic Prediction
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
The Hidden Power of Scaling Factor in LoRA Optimization
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
It's All Training: A Fully Synthetic Single-Stage Recipe for LLMs
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Reviving the Discarded High-Resolution Feature for Transformer-Based Tiny Object Detection
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Validating Causal Abstraction Metrics on Simulated Complex Systems
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Listening to the Retriever: Perturbation-Sensitive Question Selection for Interactive Person Retrieval
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Beyond Bag-of-Words: Diagnosing Compositional Binding Failures in Vision-Language Models
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Generalization Dynamics of Linear Diffusion Models
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
LeWorldModel: Stable End-to-End Joint-Embedding Predictive Architecture from Pixels
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Differentiable Knapsack and Top-k Operators via Dynamic Programming
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Predict-Project-Renoise: Sampling Diffusion Models under Hard Constraints
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
How Do Language Models Understand Tables? A Mechanistic Analysis of Cell Location
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Instability of Meta-Learning Intrinsic Rewards for Policy Gradient Reinforcement Learning
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Learning to Learn from Multimodal Experience
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
NTK Regression under dual power-law model: Deterministic Equivalents via SDE and PDE Methods
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Memoir: Let the Model Direct Its Own Story for Robust Cross-Domain Knowledge Editing
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Probing Persona-Dependent Preferences in Language Models
[
OpenReview]
Poster
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
A Topological Sorting Criterion for Random Causal Directed Acyclic Graphs
[
OpenReview]
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