Toggle Poster Visibility
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #543
Alignment-guided Temporal Attention for Video Action Recognition
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1001
A Nonconvex Framework for Structured Dynamic Covariance Recovery
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #101
TCT: Convexifying Federated Learning using Bootstrapped Neural Tangent Kernels
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #103
On Feature Learning in the Presence of Spurious Correlations
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #105
Spatial Mixture-of-Experts
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #107
Exploring Length Generalization in Large Language Models
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #108
Neural Topological Ordering for Computation Graphs
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #109
Unsupervised Multi-View Object Segmentation Using Radiance Field Propagation
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #110
Offline Multi-Agent Reinforcement Learning with Knowledge Distillation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #111
Enhanced Meta Reinforcement Learning via Demonstrations in Sparse Reward Environments
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #112
Maximum Class Separation as Inductive Bias in One Matrix
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #113
Training Uncertainty-Aware Classifiers with Conformalized Deep Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #114
Efficiently Factorizing Boolean Matrices using Proximal Gradient Descent
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #115
FlowHMM: Flow-based continuous hidden Markov models
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #116
Merging Models with Fisher-Weighted Averaging
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #117
Holomorphic Equilibrium Propagation Computes Exact Gradients Through Finite Size Oscillations
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #118
Neural Payoff Machines: Predicting Fair and Stable Payoff Allocations Among Team Members
[
Slides]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #119
Additive MIL: Intrinsically Interpretable Multiple Instance Learning for Pathology
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #120
Making Look-Ahead Active Learning Strategies Feasible with Neural Tangent Kernels
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #121
Signal Propagation in Transformers: Theoretical Perspectives and the Role of Rank Collapse
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #122
Ordered Subgraph Aggregation Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #123
Infinite Recommendation Networks: A Data-Centric Approach
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #124
Diversity vs. Recognizability: Human-like generalization in one-shot generative models
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #125
Geo-SIC: Learning Deformable Geometric Shapes in Deep Image Classifiers
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #126
Improving Transformer with an Admixture of Attention Heads
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #127
Preservation of the Global Knowledge by Not-True Distillation in Federated Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #128
Information-Theoretic GAN Compression with Variational Energy-based Model
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #129
VRL3: A Data-Driven Framework for Visual Deep Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #130
CLEAR: Generative Counterfactual Explanations on Graphs
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #131
Out-of-Distribution Detection with An Adaptive Likelihood Ratio on Informative Hierarchical VAE
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #133
Adversarial Style Augmentation for Domain Generalized Urban-Scene Segmentation
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #134
A Coupled Design of Exploiting Record Similarity for Practical Vertical Federated Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #135
ClimbQ: Class Imbalanced Quantization Enabling Robustness on Efficient Inferences
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #136
Public Wisdom Matters! Discourse-Aware Hyperbolic Fourier Co-Attention for Social Text Classification
[
Slides]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #137
SIREN: Shaping Representations for Detecting Out-of-Distribution Objects
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #138
Efficient and Effective Multi-task Grouping via Meta Learning on Task Combinations
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #139
DENSE: Data-Free One-Shot Federated Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #140
SparCL: Sparse Continual Learning on the Edge
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #141
Old can be Gold: Better Gradient Flow can Make Vanilla-GCNs Great Again
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #142
Multi-modal Grouping Network for Weakly-Supervised Audio-Visual Video Parsing
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #242
Searching for Better Spatio-temporal Alignment in Few-Shot Action Recognition
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #241
Learning Generalizable Part-based Feature Representation for 3D Point Clouds
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #240
Coordinates Are NOT Lonely - Codebook Prior Helps Implicit Neural 3D representations
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #239
Set-based Meta-Interpolation for Few-Task Meta-Learning
[
Slides]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #238
Zero-Shot Video Question Answering via Frozen Bidirectional Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #237
Masked Autoencoders As Spatiotemporal Learners
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #236
Uncovering the Structural Fairness in Graph Contrastive Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #235
AutoMS: Automatic Model Selection for Novelty Detection with Error Rate Control
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #234
Learning Best Combination for Efficient N:M Sparsity
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #233
C-Mixup: Improving Generalization in Regression
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #232
GAPX: Generalized Autoregressive Paraphrase-Identification X
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #231
Exploring the Limits of Domain-Adaptive Training for Detoxifying Large-Scale Language Models
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #230
GAMA: Generative Adversarial Multi-Object Scene Attacks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #229
Composite Feature Selection Using Deep Ensembles
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #228
Contrastive and Non-Contrastive Self-Supervised Learning Recover Global and Local Spectral Embedding Methods
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #227
Discovered Policy Optimisation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #226
Learning Structure from the Ground up---Hierarchical Representation Learning by Chunking
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #225
Amortized Inference for Heterogeneous Reconstruction in Cryo-EM
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #224
Neural Approximation of Graph Topological Features
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #223
Towards Out-of-Distribution Sequential Event Prediction: A Causal Treatment
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #222
Improving Variational Autoencoders with Density Gap-based Regularization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #221
End-to-end Stochastic Optimization with Energy-based Model
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #220
Physics-Embedded Neural Networks: Graph Neural PDE Solvers with Mixed Boundary Conditions
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #219
Advancing Model Pruning via Bi-level Optimization
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #218
Earthformer: Exploring Space-Time Transformers for Earth System Forecasting
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #217
Is Integer Arithmetic Enough for Deep Learning Training?
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #216
Dense Interspecies Face Embedding
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #215
Learning State-Aware Visual Representations from Audible Interactions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #214
VITA: Video Instance Segmentation via Object Token Association
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #213
Graph Convolution Network based Recommender Systems: Learning Guarantee and Item Mixture Powered Strategy
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #212
Pyramid Attention For Source Code Summarization
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #211
An Empirical Study on Disentanglement of Negative-free Contrastive Learning
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #210
Cache-Augmented Inbatch Importance Resampling for Training Recommender Retriever
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #209
Draft-and-Revise: Effective Image Generation with Contextual RQ-Transformer
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #208
Get More at Once: Alternating Sparse Training with Gradient Correction
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #207
Uncertainty Estimation for Multi-view Data: The Power of Seeing the Whole Picture
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #206
Synergy-of-Experts: Collaborate to Improve Adversarial Robustness
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #205
Accelerating Certified Robustness Training via Knowledge Transfer
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #204
Self-Supervised Contrastive Pre-Training For Time Series via Time-Frequency Consistency
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #203
Self-supervised Amodal Video Object Segmentation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #202
Rethinking Image Restoration for Object Detection
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #201
Unsupervised Learning of Shape Programs with Repeatable Implicit Parts
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #200
ELASTIC: Numerical Reasoning with Adaptive Symbolic Compiler
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #300
Learning dynamics of deep linear networks with multiple pathways
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #302
FP8 Quantization: The Power of the Exponent
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #303
Pushing the limits of fairness impossibility: Who's the fairest of them all?
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #304
Learning Dynamical Systems via Koopman Operator Regression in Reproducing Kernel Hilbert Spaces
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #305
Pseudo-Riemannian Graph Convolutional Networks
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #306
PAC-Bayes Compression Bounds So Tight That They Can Explain Generalization
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #307
Learning Mixed Multinomial Logits with Provable Guarantees
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #308
Truly Deterministic Policy Optimization
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #309
A Consistent and Differentiable Lp Canonical Calibration Error Estimator
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #310
Frank-Wolfe-based Algorithms for Approximating Tyler's M-estimator
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #311
Reinforcement Learning with Logarithmic Regret and Policy Switches
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #312
Finite Sample Analysis Of Dynamic Regression Parameter Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #313
Evaluating Robustness to Dataset Shift via Parametric Robustness Sets
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #314
Network change point localisation under local differential privacy
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #315
When Privacy Meets Partial Information: A Refined Analysis of Differentially Private Bandits
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #316
Diversified Recommendations for Agents with Adaptive Preferences
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #317
Confident Approximate Policy Iteration for Efficient Local Planning in $q^\pi$-realizable MDPs
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #318
Parameter-free Regret in High Probability with Heavy Tails
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #319
Shape And Structure Preserving Differential Privacy
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #320
Multi-layer State Evolution Under Random Convolutional Design
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #321
Graph Neural Networks with Adaptive Readouts
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #322
On the detrimental effect of invariances in the likelihood for variational inference
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #323
Causally motivated multi-shortcut identification and removal
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #324
Learning Predictions for Algorithms with Predictions
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #325
Near-Optimal Collaborative Learning in Bandits
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #326
Incentivizing Combinatorial Bandit Exploration
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #327
BR-SNIS: Bias Reduced Self-Normalized Importance Sampling
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #328
Differentially Private Learning with Margin Guarantees
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #329
Multiclass Learnability Beyond the PAC Framework: Universal Rates and Partial Concept Classes
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #330
Planning to the Information Horizon of BAMDPs via Epistemic State Abstraction
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #331
Pay attention to your loss : understanding misconceptions about Lipschitz neural networks
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #332
What You See is What You Get: Principled Deep Learning via Distributional Generalization
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #333
Data-Driven Offline Decision-Making via Invariant Representation Learning
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #334
Learning Manifold Dimensions with Conditional Variational Autoencoders
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #335
Asymptotics of $\ell_2$ Regularized Network Embeddings
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #336
TabNAS: Rejection Sampling for Neural Architecture Search on Tabular Datasets
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #337
Which Explanation Should I Choose? A Function Approximation Perspective to Characterizing Post Hoc Explanations
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #338
CS-Shapley: Class-wise Shapley Values for Data Valuation in Classification
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #339
Teacher Forcing Recovers Reward Functions for Text Generation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #340
Making Sense of Dependence: Efficient Black-box Explanations Using Dependence Measure
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #341
MGNNI: Multiscale Graph Neural Networks with Implicit Layers
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #342
Gaussian Copula Embeddings
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #442
On Learning Fairness and Accuracy on Multiple Subgroups
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #441
Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #440
Sequencer: Deep LSTM for Image Classification
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #439
Multimodal Contrastive Learning with LIMoE: the Language-Image Mixture of Experts
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #438
Sound and Complete Verification of Polynomial Networks
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #437
DReS-FL: Dropout-Resilient Secure Federated Learning for Non-IID Clients via Secret Data Sharing
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #436
Generalized Laplacian Eigenmaps
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #435
Statistical, Robustness, and Computational Guarantees for Sliced Wasserstein Distances
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #434
Anchor-Changing Regularized Natural Policy Gradient for Multi-Objective Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #433
RKHS-SHAP: Shapley Values for Kernel Methods
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #432
Temporally-Consistent Survival Analysis
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #431
ULNeF: Untangled Layered Neural Fields for Mix-and-Match Virtual Try-On
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #430
Diffusion-based Molecule Generation with Informative Prior Bridges
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #429
Learning with convolution and pooling operations in kernel methods
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #428
Optimizing Relevance Maps of Vision Transformers Improves Robustness
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #427
Unsupervised Causal Generative Understanding of Images
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #426
SelecMix: Debiased Learning by Contradicting-pair Sampling
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #425
Controllable Text Generation with Neurally-Decomposed Oracle
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #424
Explain My Surprise: Learning Efficient Long-Term Memory by predicting uncertain outcomes
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #423
Rethinking Resolution in the Context of Efficient Video Recognition
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #422
Unsupervised Visual Representation Learning via Mutual Information Regularized Assignment
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #421
Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #420
Infinite-Fidelity Coregionalization for Physical Simulation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #419
Transformers meet Stochastic Block Models: Attention with Data-Adaptive Sparsity and Cost
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #418
Private Set Generation with Discriminative Information
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #417
Private Synthetic Data for Multitask Learning and Marginal Queries
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #416
Deep Equilibrium Approaches to Diffusion Models
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #415
A Reparametrization-Invariant Sharpness Measure Based on Information Geometry
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #414
A Statistical Online Inference Approach in Averaged Stochastic Approximation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #413
Understanding Square Loss in Training Overparametrized Neural Network Classifiers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #412
A Deep Reinforcement Learning Framework for Column Generation
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #411
Monte Carlo Augmented Actor-Critic for Sparse Reward Deep Reinforcement Learning from Suboptimal Demonstrations
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #410
Pre-Trained Language Models for Interactive Decision-Making
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #243
Models Out of Line: A Fourier Lens on Distribution Shift Robustness
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #409
The Neural Testbed: Evaluating Joint Predictions
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #408
Is a Modular Architecture Enough?
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #407
A theory of weight distribution-constrained learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #406
Fast Bayesian Estimation of Point Process Intensity as Function of Covariates
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #405
PopArt: Efficient Sparse Regression and Experimental Design for Optimal Sparse Linear Bandits
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #404
Parallel Tempering With a Variational Reference
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #403
Embrace the Gap: VAEs Perform Independent Mechanism Analysis
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #402
Learning Deep Input-Output Stable Dynamics
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #502
Towards Reliable Simulation-Based Inference with Balanced Neural Ratio Estimation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #503
Hyperbolic Embedding Inference for Structured Multi-Label Prediction
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #504
Surprising Instabilities in Training Deep Networks and a Theoretical Analysis
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #505
Object Representations as Fixed Points: Training Iterative Refinement Algorithms with Implicit Differentiation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #506
Boosting the Performance of Generic Deep Neural Network Frameworks with Log-supermodular CRFs
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #507
SnAKe: Bayesian Optimization with Pathwise Exploration
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #508
On Measuring Excess Capacity in Neural Networks
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #509
Robust Reinforcement Learning using Offline Data
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #510
Thinned random measures for sparse graphs with overlapping communities
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #511
Value Function Decomposition for Iterative Design of Reinforcement Learning Agents
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #512
The Privacy Onion Effect: Memorization is Relative
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #513
Evaluating Graph Generative Models with Contrastively Learned Features
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #514
Weakly supervised causal representation learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #515
Kernel Memory Networks: A Unifying Framework for Memory Modeling
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #516
Wavelet Score-Based Generative Modeling
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #517
Monte Carlo Tree Descent for Black-Box Optimization
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #518
Adaptive Sampling for Discovery
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #519
Data-IQ: Characterizing subgroups with heterogeneous outcomes in tabular data
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #520
Beyond Rewards: a Hierarchical Perspective on Offline Multiagent Behavioral Analysis
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #521
Deep Hierarchical Planning from Pixels
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #522
Private Multiparty Perception for Navigation
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #523
Mesoscopic modeling of hidden spiking neurons
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #524
Toward a realistic model of speech processing in the brain with self-supervised learning
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #525
Harmonizing the object recognition strategies of deep neural networks with humans
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #526
Temporal Latent Bottleneck: Synthesis of Fast and Slow Processing Mechanisms in Sequence Learning
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #527
Efficient Training of Low-Curvature Neural Networks
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #528
Consistent Sufficient Explanations and Minimal Local Rules for explaining the decision of any classifier or regressor
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #529
Social-Inverse: Inverse Decision-making of Social Contagion Management with Task Migrations
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #530
Nonlinear Sufficient Dimension Reduction with a Stochastic Neural Network
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #531
Data-Driven Conditional Robust Optimization
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #532
Subgame Solving in Adversarial Team Games
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #533
Nearly Optimal Algorithms for Linear Contextual Bandits with Adversarial Corruptions
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #534
Universal Rates for Interactive Learning
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #535
Understanding the Generalization Benefit of Normalization Layers: Sharpness Reduction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #536
Learning from Label Proportions by Learning with Label Noise
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #537
Efficient Methods for Non-stationary Online Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #538
Black-Box Generalization: Stability of Zeroth-Order Learning
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #539
Provably Efficient Offline Multi-agent Reinforcement Learning via Strategy-wise Bonus
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #540
Minimax-Optimal Multi-Agent RL in Markov Games With a Generative Model
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #541
Decentralized Gossip-Based Stochastic Bilevel Optimization over Communication Networks
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #542
VaiPhy: a Variational Inference Based Algorithm for Phylogeny
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #143
Local-Global MCMC kernels: the best of both worlds
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #642
Posterior Matching for Arbitrary Conditioning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #641
FiLM: Frequency improved Legendre Memory Model for Long-term Time Series Forecasting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #640
LiteTransformerSearch: Training-free Neural Architecture Search for Efficient Language Models
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #639
Rare Gems: Finding Lottery Tickets at Initialization
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #638
Rethinking the compositionality of point clouds through regularization in the hyperbolic space
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #637
QC-StyleGAN - Quality Controllable Image Generation and Manipulation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #636
Look Around and Refer: 2D Synthetic Semantics Knowledge Distillation for 3D Visual Grounding
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #635
Fine-Grained Semantically Aligned Vision-Language Pre-Training
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #634
Self-Supervised Aggregation of Diverse Experts for Test-Agnostic Long-Tailed Recognition
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #633
Singular Value Fine-tuning: Few-shot Segmentation requires Few-parameters Fine-tuning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #632
SageMix: Saliency-Guided Mixup for Point Clouds
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #631
Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #630
Decomposing NeRF for Editing via Feature Field Distillation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #629
Dual-discriminative Graph Neural Network for Imbalanced Graph-level Anomaly Detection
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #628
Effective Adaptation in Multi-Task Co-Training for Unified Autonomous Driving
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #627
Hierarchical Normalization for Robust Monocular Depth Estimation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #626
GLIPv2: Unifying Localization and Vision-Language Understanding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #625
AVLEN: Audio-Visual-Language Embodied Navigation in 3D Environments
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #624
Single-phase deep learning in cortico-cortical networks
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #623
Understanding Robust Learning through the Lens of Representation Similarities
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #622
EF-BV: A Unified Theory of Error Feedback and Variance Reduction Mechanisms for Biased and Unbiased Compression in Distributed Optimization
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #621
LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #620
Scalable Neural Video Representations with Learnable Positional Features
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #619
Are All Losses Created Equal: A Neural Collapse Perspective
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #618
Lazy and Fast Greedy MAP Inference for Determinantal Point Process
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #617
Smoothed Online Convex Optimization Based on Discounted-Normal-Predictor
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #616
Privacy Induces Robustness: Information-Computation Gaps and Sparse Mean Estimation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #615
Fast Bayesian Coresets via Subsampling and Quasi-Newton Refinement
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #614
Biological Learning of Irreducible Representations of Commuting Transformations
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #613
When to Ask for Help: Proactive Interventions in Autonomous Reinforcement Learning
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #612
PALMER: Perception - Action Loop with Memory for Long-Horizon Planning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #611
Training Subset Selection for Weak Supervision
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #610
Contrastive Learning as Goal-Conditioned Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #609
CyCLIP: Cyclic Contrastive Language-Image Pretraining
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #608
Tempo: Accelerating Transformer-Based Model Training through Memory Footprint Reduction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #607
Trading off Utility, Informativeness, and Complexity in Emergent Communication
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #606
Reduced Representation of Deformation Fields for Effective Non-rigid Shape Matching
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #605
Revisiting Neural Scaling Laws in Language and Vision
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #604
FourierFormer: Transformer Meets Generalized Fourier Integral Theorem
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #603
Real-Valued Backpropagation is Unsuitable for Complex-Valued Neural Networks
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #602
Enhanced Bilevel Optimization via Bregman Distance
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #701
Adaptive Multi-stage Density Ratio Estimation for Learning Latent Space Energy-based Model
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #702
Learning Robust Rule Representations for Abstract Reasoning via Internal Inferences
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #703
Saliency-Aware Neural Architecture Search
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #704
Training with More Confidence: Mitigating Injected and Natural Backdoors During Training
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #705
First is Better Than Last for Language Data Influence
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #706
When to Make Exceptions: Exploring Language Models as Accounts of Human Moral Judgment
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #707
Learning to Break the Loop: Analyzing and Mitigating Repetitions for Neural Text Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #708
A simple but strong baseline for online continual learning: Repeated Augmented Rehearsal
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #709
Maximum Likelihood Training of Implicit Nonlinear Diffusion Model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #710
On Divergence Measures for Bayesian Pseudocoresets
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #711
Towards Practical Few-shot Query Sets: Transductive Minimum Description Length Inference
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #712
MABSplit: Faster Forest Training Using Multi-Armed Bandits
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #713
Reconstructing Training Data From Trained Neural Networks
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #714
Information-Theoretic Safe Exploration with Gaussian Processes
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #715
Pruning’s Effect on Generalization Through the Lens of Training and Regularization
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #716
End-to-end Algorithm Synthesis with Recurrent Networks: Extrapolation without Overthinking
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #717
Conformal Prediction with Temporal Quantile Adjustments
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #718
Expected Frequency Matrices of Elections: Computation, Geometry, and Preference Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #719
Fast Bayesian Inference with Batch Bayesian Quadrature via Kernel Recombination
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #720
Online PAC-Bayes Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #722
On the inability of Gaussian process regression to optimally learn compositional functions
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #723
Online Agnostic Multiclass Boosting
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #724
Beyond the Best: Distribution Functional Estimation in Infinite-Armed Bandits
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #725
Efficient Submodular Optimization under Noise: Local Search is Robust
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #726
Adversarially Robust Learning: A Generic Minimax Optimal Learner and Characterization
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #727
A Regret-Variance Trade-Off in Online Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #728
On the Effective Number of Linear Regions in Shallow Univariate ReLU Networks: Convergence Guarantees and Implicit Bias
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #729
Off-Policy Evaluation for Episodic Partially Observable Markov Decision Processes under Non-Parametric Models
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #730
Probabilistic Missing Value Imputation for Mixed Categorical and Ordered Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #731
Double Bubble, Toil and Trouble: Enhancing Certified Robustness through Transitivity
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #732
Ensemble of Averages: Improving Model Selection and Boosting Performance in Domain Generalization
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #734
Coresets for Vertical Federated Learning: Regularized Linear Regression and $K$-Means Clustering
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #735
Active Bayesian Causal Inference
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #736
All Politics is Local: Redistricting via Local Fairness
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #343
Sequence Model Imitation Learning with Unobserved Contexts
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #737
Anticipating Performativity by Predicting from Predictions
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #738
Graphein - a Python Library for Geometric Deep Learning and Network Analysis on Biomolecular Structures and Interaction Networks
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #739
The computational and learning benefits of Daleian neural networks
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #740
Optimal Algorithms for Decentralized Stochastic Variational Inequalities
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #741
Theory and Approximate Solvers for Branched Optimal Transport with Multiple Sources
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #742
Algorithms with Prediction Portfolios
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #842
Logical Activation Functions: Logit-space equivalents of Probabilistic Boolean Operators
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #443
Understanding the Eluder Dimension
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #841
A Projection-free Algorithm for Constrained Stochastic Multi-level Composition Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #840
Robust Model Selection and Nearly-Proper Learning for GMMs
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #839
On Gap-dependent Bounds for Offline Reinforcement Learning
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #838
Perfect Sampling from Pairwise Comparisons
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #837
Fast Stochastic Composite Minimization and an Accelerated Frank-Wolfe Algorithm under Parallelization
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #836
Finding Correlated Equilibrium of Constrained Markov Game: A Primal-Dual Approach
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #835
Multi-block-Single-probe Variance Reduced Estimator for Coupled Compositional Optimization
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #834
Provably expressive temporal graph networks
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #833
What's the Harm? Sharp Bounds on the Fraction Negatively Affected by Treatment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #831
Dynamic Fair Division with Partial Information
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #830
On Computing Probabilistic Explanations for Decision Trees
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #829
Anonymized Histograms in Intermediate Privacy Models
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #828
List-Decodable Sparse Mean Estimation via Difference-of-Pairs Filtering
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #827
The First Optimal Acceleration of High-Order Methods in Smooth Convex Optimization
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #826
Near-Optimal Sample Complexity Bounds for Constrained MDPs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #825
Verification and search algorithms for causal DAGs
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #824
Learning and Covering Sums of Independent Random Variables with Unbounded Support
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #823
Fast Mixing of Stochastic Gradient Descent with Normalization and Weight Decay
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #822
Robust Testing in High-Dimensional Sparse Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #821
Dynamic Tensor Product Regression
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #820
Semi-supervised Active Linear Regression
[
Slides]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #819
Quantum Speedups of Optimizing Approximately Convex Functions with Applications to Logarithmic Regret Stochastic Convex Bandits
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #818
Independence Testing for Bounded Degree Bayesian Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #817
Re-Analyze Gauss: Bounds for Private Matrix Approximation via Dyson Brownian Motion
[
Slides]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #816
Context-Based Dynamic Pricing with Partially Linear Demand Model
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #815
Extra-Newton: A First Approach to Noise-Adaptive Accelerated Second-Order Methods
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #814
Neural Lyapunov Control of Unknown Nonlinear Systems with Stability Guarantees
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #813
Causal Inference with Non-IID Data using Linear Graphical Models
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #812
Submodular Maximization in Clean Linear Time
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #811
Continuously Tempered PDMP samplers
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #810
Regret Bounds for Multilabel Classification in Sparse Label Regimes
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #809
Provable Benefit of Multitask Representation Learning in Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #808
BEER: Fast $O(1/T)$ Rate for Decentralized Nonconvex Optimization with Communication Compression
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #807
Incrementality Bidding via Reinforcement Learning under Mixed and Delayed Rewards
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #806
DataMUX: Data Multiplexing for Neural Networks
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #805
Adaptively Exploiting d-Separators with Causal Bandits
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #804
Spending Thinking Time Wisely: Accelerating MCTS with Virtual Expansions
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #803
Toward Efficient Robust Training against Union of $\ell_p$ Threat Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #802
Inverse Game Theory for Stackelberg Games: the Blessing of Bounded Rationality
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #801
Global Normalization for Streaming Speech Recognition in a Modular Framework
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #800
Trajectory-guided Control Prediction for End-to-end Autonomous Driving: A Simple yet Strong Baseline
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #900
DeepInteraction: 3D Object Detection via Modality Interaction
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #901
Category-Level 6D Object Pose Estimation in the Wild: A Semi-Supervised Learning Approach and A New Dataset
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #902
Planning for Sample Efficient Imitation Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #903
On Enforcing Better Conditioned Meta-Learning for Rapid Few-Shot Adaptation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #904
Polynomial Neural Fields for Subband Decomposition and Manipulation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #905
Improving Self-Supervised Learning by Characterizing Idealized Representations
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #906
Deep Ensembles Work, But Are They Necessary?
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #907
Learning to Mitigate AI Collusion on Economic Platforms
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #908
Hamiltonian Latent Operators for content and motion disentanglement in image sequences
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #909
Posterior Collapse of a Linear Latent Variable Model
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #910
TREC: Transient Redundancy Elimination-based Convolution
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #911
Unsupervised Reinforcement Learning with Contrastive Intrinsic Control
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #912
Learnable Polyphase Sampling for Shift Invariant and Equivariant Convolutional Networks
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #913
Unsupervised Cross-Task Generalization via Retrieval Augmentation
[
Slides]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #914
Self-Supervised Learning Through Efference Copies
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #915
Aligning individual brains with fused unbalanced Gromov Wasserstein
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #916
Formalizing Consistency and Coherence of Representation Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #918
Mining Unseen Classes via Regional Objectness: A Simple Baseline for Incremental Segmentation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #919
Class-Dependent Label-Noise Learning with Cycle-Consistency Regularization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #920
Solving Quantitative Reasoning Problems with Language Models
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #921
GENIE: Higher-Order Denoising Diffusion Solvers
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #922
Estimating the Arc Length of the Optimal ROC Curve and Lower Bounding the Maximal AUC
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #923
Marksman Backdoor: Backdoor Attacks with Arbitrary Target Class
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #924
Fuzzy Learning Machine
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #925
Second Thoughts are Best: Learning to Re-Align With Human Values from Text Edits
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #926
Grounded Video Situation Recognition
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #927
Robust Neural Posterior Estimation and Statistical Model Criticism
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #928
RAMBO-RL: Robust Adversarial Model-Based Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #929
Instance-based Learning for Knowledge Base Completion
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #930
Sub-exponential time Sum-of-Squares lower bounds for Principal Components Analysis
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #931
Tight Mutual Information Estimation With Contrastive Fenchel-Legendre Optimization
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #932
A Rotated Hyperbolic Wrapped Normal Distribution for Hierarchical Representation Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #933
Finding and Listing Front-door Adjustment Sets
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #934
SALSA: Attacking Lattice Cryptography with Transformers
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #935
Automatic differentiation of nonsmooth iterative algorithms
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #936
Learning from a Sample in Online Algorithms
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #937
Trajectory of Mini-Batch Momentum: Batch Size Saturation and Convergence in High Dimensions
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #938
Improved Algorithms for Neural Active Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #939
Matching in Multi-arm Bandit with Collision
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #940
A Spectral Approach to Item Response Theory
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #941
JAWS: Auditing Predictive Uncertainty Under Covariate Shift
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #942
Bessel Equivariant Networks for Inversion of Transmission Effects in Multi-Mode Optical Fibres
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1042
MetricFormer: A Unified Perspective of Correlation Exploring in Similarity Learning
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1041
ZSON: Zero-Shot Object-Goal Navigation using Multimodal Goal Embeddings
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1040
Learning Recourse on Instance Environment to Enhance Prediction Accuracy
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1039
Spherization Layer: Representation Using Only Angles
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1038
Disentangling the Predictive Variance of Deep Ensembles through the Neural Tangent Kernel
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1037
Agreement-on-the-line: Predicting the Performance of Neural Networks under Distribution Shift
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1036
Efficient and Stable Fully Dynamic Facility Location
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1035
Coresets for Wasserstein Distributionally Robust Optimization Problems
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1034
Differentially Private Online-to-batch for Smooth Losses
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1033
How Transferable are Video Representations Based on Synthetic Data?
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1032
SafeBench: A Benchmarking Platform for Safety Evaluation of Autonomous Vehicles
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1031
GLOBEM Dataset: Multi-Year Datasets for Longitudinal Human Behavior Modeling Generalization
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1030
DABS 2.0: Improved Datasets and Algorithms for Universal Self-Supervision
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1029
GOOD: A Graph Out-of-Distribution Benchmark
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1028
AnoShift: A Distribution Shift Benchmark for Unsupervised Anomaly Detection
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1027
MineDojo: Building Open-Ended Embodied Agents with Internet-Scale Knowledge
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1026
EnvPool: A Highly Parallel Reinforcement Learning Environment Execution Engine
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1025
DART: Articulated Hand Model with Diverse Accessories and Rich Textures
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1024
HandMeThat: Human-Robot Communication in Physical and Social Environments
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1023
The Dollar Street Dataset: Images Representing the Geographic and Socioeconomic Diversity of the World
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1022
PulseImpute: A Novel Benchmark Task for Pulsative Physiological Signal Imputation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1021
Unravelling the Performance of Physics-informed Graph Neural Networks for Dynamical Systems
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1020
Enabling Detailed Action Recognition Evaluation Through Video Dataset Augmentation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1019
Multi-LexSum: Real-world Summaries of Civil Rights Lawsuits at Multiple Granularities
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1018
SurDis: A Surface Discontinuity Dataset for Wearable Technology to Assist Blind Navigation in Urban Environments
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1017
Ontologue: Declarative Benchmark Construction for Ontological Multi-Label Classification
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1016
StrokeRehab: A Benchmark Dataset for Sub-second Action Identification
[
Slides]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1015
A new dataset for multilingual keyphrase generation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1014
Communicating Natural Programs to Humans and Machines
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1013
ComMU: Dataset for Combinatorial Music Generation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1012
The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1011
This is the way: designing and compiling LEPISZCZE, a comprehensive NLP benchmark for Polish
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1010
Flare7K: A Phenomenological Nighttime Flare Removal Dataset
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1009
Online Nonnegative CP-dictionary Learning for Markovian Data
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1008
Supervised Dimensionality Reduction and Visualization using Centroid-Encoder
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1007
Accelerated Zeroth-Order and First-Order Momentum Methods from Mini to Minimax Optimization
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1006
Joint Estimation and Inference for Data Integration Problems based on Multiple Multi-layered Gaussian Graphical Models
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1005
[Re] Explaining in Style: Training a GAN to explain a classifier in StyleSpace
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1004
[Re] Replication Study of DECAF: Generating Fair Synthetic Data Using Causally-Aware Generative Networks
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1003
[Re] Value Alignment Verification
