Representation Learning

Beyond Sequence: Impact of Geometric Context for RNA Property Prediction ICLR 2025 Beyond Sequences: Two-dimensional Representation and Dependency Encoding for Code Generation ACL 2025 Beyond the Leaderboard: Understanding Performance Disparities in Large Language Models via Model Diffing EMNLP 2025 Bias Attribution in Filipino Language Models: Extending a Bias Interpretability Metric for Application on Agglutinative Languages ACL 2025 Bi-Directional Multi-Scale Graph Dataset Condensation via Information Bottleneck AAAI 2025 Bisimulation Metric for Model Predictive Control ICLR 2025 Bootstrap Your Own Views: Masked Ego-Exo Modeling for Fine-grained View-invariant Video Representations CVPR 2025 BPP-Search: Enhancing Tree of Thought Reasoning for Mathematical Modeling Problem Solving ACL 2025 BrainECHO: Semantic Brain Signal Decoding through Vector-Quantized Spectrogram Reconstruction for Whisper-Enhanced Text Generation ACL 2025 Breaking Information Isolation: Accelerating MRI via Inter-sequence Mapping and Progressive Masking AAAI 2025 Breaking the Attention Trap in Code LLMs: A Rejection Sampling Approach to Enhance Code Execution Prediction EMNLP 2025 Bridging Speech and Singing: Multi-stage Speech-Prompted Singing Voice Conversion with Speaker Embedding Adaptation Interspeech 2025 Bridging the Faithfulness Gap in Prototypical Models NAACL 2025 Byzantine-Resilient Federated Alternating Gradient Descent and Minimization for Partly-Decoupled Low Rank Matrix Learning ICML 2025 CACTI: Leveraging Copy Masking and Contextual Information to Improve Tabular Data Imputation ICML 2025 CafGa: Customizing Feature Attributions to Explain Language Models EMNLP 2025 CAMSIC: Content-aware Masked Image Modeling Transformer for Stereo Image Compression AAAI 2025 Can Generative Video Models Help Pose Estimation? CVPR 2025 Causal Representation Learning from General Environments under Nonparametric Mixing AISTATS 2025 CFD: Learning Generalized Molecular Representation via Concept-Enhanced Feedback Disentanglement ICLR 2025 Characterizing Linguistic Shifts in Croatian News via Diachronic Word Embeddings ACL 2025 CheXWorld: Exploring Image World Modeling for Radiograph Representation Learning CVPR 2025 ChronoSense: Exploring Temporal Understanding in Large Language Models with Time Intervals of Events ACL 2025 CKnowEdit: A New Chinese Knowledge Editing Dataset for Linguistics, Facts, and Logic Error Correction in LLMs ACL 2025 CLAP-ART: Automated Audio Captioning with Semantic-rich Audio Representation Tokenizer Interspeech 2025