Representation Learning

3D Reconstruction of Objects in Hands without Real World 3D Supervision ECCV 2024 3D Reconstruction with Generalizable Neural Fields using Scene Priors ICLR 2024 4D-DRESS: A 4D Dataset of Real-World Human Clothing With Semantic Annotations CVPR 2024 ABLE: Agency-BeLiefs Embedding to Address Stereotypical Bias through Awareness Instead of Obliviousness COLING 2024 A Branching Decoder for Set Generation ICLR 2024 Abrupt Learning in Transformers: A Case Study on Matrix Completion NeurIPS 2024 Absorb & Escape: Overcoming Single Model Limitations in Generating Heterogeneous Genomic Sequences NeurIPS 2024 Abstract and Explore: A Novel Behavioral Metric with Cyclic Dynamics in Reinforcement Learning AAAI 2024 Abstracted Shapes as Tokens - A Generalizable and Interpretable Model for Time-series Classification NeurIPS 2024 Abstraction-of-Thought Makes Language Models Better Reasoners EMNLP 2024 Abstract-level Deductive Reasoning for Pre-trained Language Models COLING 2024 Abstractors and relational cross-attention: An inductive bias for explicit relational reasoning in Transformers ICLR 2024 A Canonicalization Perspective on Invariant and Equivariant Learning NeurIPS 2024 Accelerating Relative Entropy Coding with Space Partitioning NeurIPS 2024 Accent Conversion with Articulatory Representations Interspeech 2024 Accurate and Steady Inertial Pose Estimation through Sequence Structure Learning and Modulation NeurIPS 2024 ACFun: Abstract-Concrete Fusion Facial Stylization NeurIPS 2024 Achieving Fairness through Separability: A Unified Framework for Fair Representation Learning AISTATS 2024 A Closer Look at Clustering Bilingual Comparable Corpora COLING 2024 A Cognitive Model for Learning Abstract Relational Structures from Memory-based Decision-Making Tasks ICLR 2024 A comparative analysis of sequential models that integrate syllable dependency for automatic syllable stress detection Interspeech 2024 A Comparative Analysis of Word-Level Metric Differential Privacy: Benchmarking the Privacy-Utility Trade-off COLING 2024 A Comprehensive Benchmark of Supervised and Self-supervised Pre-training on Multi-view Chest X-ray Classification MIDL 2024 A Comprehensive Investigation on Speaker Augmentation for Speaker Recognition Interspeech 2024 A Comprehensive Survey of Sentence Representations: From the BERT Epoch to the CHATGPT Era and Beyond EACL 2024