Multimodal Learning

Reflexive Guidance: Improving OoDD in Vision-Language Models via Self-Guided Image-Adaptive Concept Generation ICLR 2025 ReFocus: Visual Editing as a Chain of Thought for Structured Image Understanding ICML 2025 Region-aware Anchoring Mechanism for Efficient Referring Visual Grounding ICCV 2025 Region-aware Difference Distilling with Attribute-guided Contrastive Regularization for Change Captioning AAAI 2025 Re-Imagining Multimodal Instruction Tuning: A Representation View ICLR 2025 Reimagining Safety Alignment with An Image EMNLP 2025 ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning ICML 2025 Relation-aware Hierarchical Prompt for Open-vocabulary Scene Graph Generation AAAI 2025 RelationField: Relate Anything in Radiance Fields CVPR 2025 Relation-Rich Visual Document Generator for Visual Information Extraction CVPR 2025 Relaxing Binary Constraints in Contrastive Vision-Language Medical Representation Learning WACV 2025 Release the Powers of Prompt Tuning: Cross-Modality Prompt Transfer ICLR 2025 ReLoop: “Seeing Twice and Thinking Backwards” via Closed-loop Training to Mitigate Hallucinations in Multimodal understanding EMNLP 2025 REMEDY: Recipe Merging Dynamics in Large Vision-Language Models ICLR 2025 Re:Member: Emotional Question Generation from Personal Memories EMNLP 2025 ReMoGPT: Part-Level Retrieval-Augmented Motion-Language Models AAAI 2025 Remote Blood Pressure Estimation from Facial Videos using Transfer Learning: Leveraging PPG to rPPG Conversion WACV 2025 ReNeg: Learning Negative Embedding with Reward Guidance CVPR 2025 Rep-MTL: Unleashing the Power of Representation-level Task Saliency for Multi-Task Learning ICCV 2025 Representation Learning with Mutual Influence of Modalities for Node Classification in Multi-Modal Heterogeneous Networks IJCAI 2025 Representation Potentials of Foundation Models for Multimodal Alignment: A Survey EMNLP 2025 Representation Purification for End-to-End Speech Translation COLING 2025 Reproducible Vision-Language Models Meet Concepts Out of Pre-Training CVPR 2025 RePST: Language Model Empowered Spatio-Temporal Forecasting via Semantic-Oriented Reprogramming IJCAI 2025 ResCLIP: Residual Attention for Training-free Dense Vision-language Inference CVPR 2025