Representation Learning

Progressive Correspondence Regenerator for Robust 3D Registration CVPR 2025 Progressive Growing of Video Tokenizers for Temporally Compact Latent Spaces ICCV 2025 Provable Length Generalization in Sequence Prediction via Spectral Filtering ICML 2025 PS-Mamba: Spatial-Temporal Graph Mamba for Pose Sequence Refinement ICCV 2025 Punctuation Restoration Improves Structure Understanding without Supervision NAACL 2025 Pushing the Frontiers of Self-Distillation Prototypes Network with Dimension Regularization and Score Normalization Interspeech 2025 QAEncoder: Towards Aligned Representation Learning in Question Answering Systems ACL 2025 Quantifying Phonosemantic Iconicity Distributionally in 6 Languages IJCNLP 2025 Quantum-inspired Non-homologous Representation Constraint Mechanism for Long-tail Senses of Word Sense Disambiguation AAAI 2025 R2S: Real-to-Synthetic Representation Learning for Training Speech Recognition Models on Synthetic Data Interspeech 2025 Randomly Removing 50% of Dimensions in Text Embeddings has Minimal Impact on Retrieval and Classification Tasks EMNLP 2025 Rank-Awareness and Angular Constraints: A New Perspective on Learning Sentence Embeddings from NLI Data EMNLP 2025 RANKCLIP: Ranking-Consistent Language-Image Pretraining ICCV 2025 Re3Syn: A Dependency-Based Data Synthesis Framework for Long-Context Post-training ACL 2025 ReasonGraph: Visualization of Reasoning Methods and Extended Inference Paths ACL 2025 Reason to Rote: Rethinking Memorization in Reasoning EMNLP 2025 ReCon: Enhancing True Correspondence Discrimination through Relation Consistency for Robust Noisy Correspondence Learning CVPR 2025 Redefining <Creative> in Dictionary: Towards an Enhanced Semantic Understanding of Creative Generation CVPR 2025 Refined generalization analysis of the Deep Ritz Method and Physics-Informed Neural Networks ICML 2025 Replacing Paths with Connection-Biased Attention for Knowledge Graph Completion AAAI 2025 Representing Sounds as Neural Amplitude Fields: A Benchmark of Coordinate-MLPs and a Fourier Kolmogorov-Arnold Framework AAAI 2025 ReSeeding Latent States for Sequential Language Understanding EMNLP 2025 Responsive Dynamic Graph Disentanglement for Metro Flow Forecasting AAAI 2025 Rethinking Latent Redundancy in Behavior Cloning: An Information Bottleneck Approach for Robot Manipulation ICML 2025 Rethinking Time Encoding via Learnable Transformation Functions ICML 2025