Multimodal Learning

Retrieval-Augmented Dynamic Prompt Tuning for Incomplete Multimodal Learning AAAI 2025 Retrieval Visual Contrastive Decoding to Mitigate Object Hallucinations in Large Vision-Language Models ACL 2025 Reverse Distribution Based Video Moment Retrieval for Effective Bias Elimination AAAI 2025 Reviving Cultural Heritage: A Novel Approach for Comprehensive Historical Document Restoration ACL 2025 ReWind: Understanding Long Videos with Instructed Learnable Memory CVPR 2025 RICO: Improving Accuracy and Completeness in Image Recaptioning via Visual Reconstruction EMNLP 2025 Riemann-based Multi-scale Attention Reasoning Network for Text-3D Retrieval AAAI 2025 RITT: A Retrieval-Assisted Framework with Image and Text Table Representations for Table Question Answering ACL 2025 RMoA: Optimizing Mixture-of-Agents through Diversity Maximization and Residual Compensation ACL 2025 RoboBrain: A Unified Brain Model for Robotic Manipulation from Abstract to Concrete CVPR 2025 Robust Multimodal Survival Prediction with Conditional Latent Differentiation Variational AutoEncoder CVPR 2025 RSVP: Reasoning Segmentation via Visual Prompting and Multi-modal Chain-of-Thought ACL 2025 RUNA: Object-Level Out-of-Distribution Detection via Regional Uncertainty Alignment of Multimodal Representations AAAI 2025 S²MILE: Semantic-and-Structure-Aware Music-Driven Lyric Generation AAAI 2025 SAIST: Segment Any Infrared Small Target Model Guided by Contrastive Language-Image Pretraining CVPR 2025 SAMPLE: Semantic Alignment through Temporal-Adaptive Multimodal Prompt Learning for Event-Based Open-Vocabulary Action Recognition ICCV 2025 SA-Occ: Satellite-Assisted 3D Occupancy Prediction in Real World ICCV 2025 Scaling Language-Free Visual Representation Learning ICCV 2025 Scaling Omni-modal Pretraining with Multimodal Context: Advancing Universal Representation Learning Across Modalities ICCV 2025 SciVer: Evaluating Foundation Models for Multimodal Scientific Claim Verification ACL 2025 Screening, Rectifying, and Re-Screening: A Unified Framework for Tuning Vision-Language Models with Noisy Labels IJCAI 2025 SEA: Supervised Embedding Alignment for Token-Level Visual-Textual Integration in MLLMs EMNLP 2025 SeCap: Self-Calibrating and Adaptive Prompts for Cross-view Person Re-Identification in Aerial-Ground Networks CVPR 2025 SECOND: Mitigating Perceptual Hallucination in Vision-Language Models via Selective and Contrastive Decoding ICML 2025 Seeing Beyond Noise: Joint Graph Structure Evaluation and Denoising for Multimodal Recommendation AAAI 2025