Representation Learning

USDRL: Unified Skeleton-Based Dense Representation Learning with Multi-Grained Feature Decorrelation AAAI 2025 Using Machine Learning to Improve Research in the Agriculture Industry AAAI 2025 USWformer: Efficient Sparse Wavelet Transformer for Underwater Image Enhancement WACV 2025 Utilizing Semantic Textual Similarity for Clinical Survey Data Feature Selection ACL 2025 VADE: Visual Attention Guided Hallucination Detection and Elimination ACL 2025 V-ALPHASOCIAL: Benchmark and Self-Reflective Chain-of-Thought Generation for Visual Social Commonsense Reasoning ACL 2025 Value Profiles for Encoding Human Variation EMNLP 2025 Variance-Aware Estimation of Kernel Mean Embedding JMLR 2025 Variational Graph Auto-Encoder Driven Graph Enhancement for Sequential Recommendation IJCAI 2025 Variational Multi-Modal Hypergraph Attention Network for Multi-Modal Relation Extraction IJCAI 2025 VCSearch: Bridging the Gap Between Well-Defined and Ill-Defined Problems in Mathematical Reasoning EMNLP 2025 VCT: Training Consistency Models with Variational Noise Coupling ICML 2025 Vecchia Gaussian Process Ensembles on Internal Representations of Deep Neural Networks AISTATS 2025 Vector Grimoire: Codebook-based Shape Generation under Raster Image Supervision ICML 2025 VenusFactory: An Integrated System for Protein Engineering with Data Retrieval and Language Model Fine-Tuning ACL 2025 Verbalized Representation Learning for Interpretable Few-Shot Generalization ICCV 2025 VeReaFine: Iterative Verification Reasoning Refinement RAG for Hallucination-Resistant on Open-Ended Clinical QA ACL 2025 VersaPRM: Multi-Domain Process Reward Model via Synthetic Reasoning Data ICML 2025 VFlowOpt: A Token Pruning Framework for LMMs with Visual Information Flow-Guided Optimization ICCV 2025 ViCaS: A Dataset for Combining Holistic and Pixel-level Video Understanding using Captions with Grounded Segmentation CVPR 2025 Vid2Avatar-Pro: Authentic Avatar from Videos in the Wild via Universal Prior CVPR 2025 Video2BEV: Transforming Drone Videos to BEVs for Video-based Geo-localization ICCV 2025 VideoAuteur: Towards Long Narrative Video Generation ICCV 2025 VideoGLaMM : A Large Multimodal Model for Pixel-Level Visual Grounding in Videos CVPR 2025 VideoRoPE: What Makes for Good Video Rotary Position Embedding? ICML 2025