Representation Learning

Clustering by Mining Density Distributions and Splitting Manifold Structure AAAI 2025 Clustering LLM-based Word Embeddings to Determine Topics from Bangla Articles AACL 2025 CMoS: Rethinking Time Series Prediction Through the Lens of Chunk-wise Spatial Correlations ICML 2025 CNC: Cross-modal Normality Constraint for Unsupervised Multi-class Anomaly Detection AAAI 2025 CODA: Repurposing Continuous VAEs for Discrete Tokenization ICCV 2025 Code-Generated Graph Representations Using Multiple LLM Agents for Material Properties Prediction ICML 2025 Code-switching Mediated Sentence-level Semantic Learning AAAI 2025 CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation EMNLP 2025 Co-Evolving LLMs and Embedding Models via Density-Guided Preference Optimization for Text Clustering EMNLP 2025 CoFinDiff: Controllable Financial Diffusion Model for Time Series Generation IJCAI 2025 COFlowNet: Conservative Constraints on Flows Enable High-Quality Candidate Generation ICLR 2025 Cognate Detection for Historical Language Reconstruction of Proto-Sabean Languages: the Case of Ge’ez, Tigrinya, and Amharic COLING 2025 CoInD: Enabling Logical Compositions in Diffusion Models ICLR 2025 Colors See Colors Ignore: Clothes Changing ReID with Color Disentanglement ICCV 2025 Color Transfer with Modulated Flows AAAI 2025 CoMapGS: Covisibility Map-based Gaussian Splatting for Sparse Novel View Synthesis CVPR 2025 CoMAT: Chain of Mathematically Annotated Thought Improves Mathematical Reasoning EMNLP 2025 CoMemo: LVLMs Need Image Context with Image Memory ICML 2025 ComFace: Facial Representation Learning with Synthetic Data for Comparing Faces WACV 2025 Communicating Activations Between Language Model Agents ICML 2025 CommVQ: Commutative Vector Quantization for KV Cache Compression ICML 2025 Comparing Language Models of Different Scales for Security-Focused Tabular Query Generation and Reasoning IJCNLP 2025 Comparing representations of long clinical texts for the task of patient-note identification NAACL 2025 Compass: Encrypted Semantic Search with High Accuracy OSDI 2025 Complete-Tree Space Favors Data-Efficient Link Prediction ICML 2025