Multimodal Learning

Reconstructing Realistic and Relightable Eyes WACV 2026 ReconVLA: Reconstructive Vision-Language-Action Model as Effective Robot Perceiver AAAI 2026 Recovering Coherent Affective Patterns: Addressing Modality Missing in Multimodal Sentiment Analysis AAAI 2026 Recurrent Video Masked Autoencoders CVPR 2026 Reference Attack: A New Cross-Modal Jailbreaking Attack against Multimodal Large Language Models ACL 2026 Referring Change Detection in Remote Sensing Imagery WACV 2026 Refine and Align: Confidence Calibration Through Multi-Agent Interaction in VQA AAAI 2026 Refine-IQA: Multi-Stage Reinforcement Finetuning for Perceptual Image Quality Assessment AAAI 2026 ReFineVQA: Iterative Refinement of Video Description via Feedback Generation for Video Question Answering WACV 2026 RefleXNet: Targeted Self-Reflection for Accurate Chest X-ray Reporting AAAI 2026 ReGATE: Learning Faster and Better with Fewer Tokens in MLLMs ACL 2026 RegionAligner: Bridging Ego-Exo Views for Object Correspondence via Unified Text-Visual Learning WACV 2026 RegionRAG: Region-level Retrieval-Augmented Generation for Visual Document Understanding AAAI 2026 Regression over Classification: Assessing Image Aesthetics via Multimodal Large Language Models AAAI 2026 Reinforce Trustworthiness in Multimodal Emotional Support System AAAI 2026 Relation-R1: Progressively Cognitive Chain-of-Thought Guided Reinforcement Learning for Unified Relation Comprehension AAAI 2026 ReMatch: Boosting Representation through Matching for Multimodal Retrieval CVPR 2026 Remember Me: Bridging the Long-Range Gap in LVLMs with Three-Step Inference-Only Decay Resilience Strategies AAAI 2026 Remodeling Semantic Relationships in Vision-Language Fine-Tuning AAAI 2026 ReMoRa: Multimodal Large Language Model based on Refined Motion Representation for Long-Video Understanding CVPR 2026 Res-Bench: Benchmarking the Robustness of Multimodal Large Language Models to Dynamic Resolution Input AAAI 2026 RetFormer: Multimodal Retrieval for Enhancing Image Recognition CVPR 2026 Rethinking Composed Image Retrieval Evaluation: A Fine-Grained Benchmark from Image Editing ACL 2026 Rethinking Concept Bottleneck Models: From Pitfalls to Solutions CVPR 2026 Rethinking Cross-Modal Anchor Alignment for Mitigating Error Accumulation CVPR 2026