Multimodal Learning

Rethinking Open-world Prompt Tuning: A Systematic Framework for Evaluation and Optimization AAAI 2026 Rethinking Reading Order: Toward Generalizable Document Understanding with LLM-based Relation Modeling EACL 2026 Rethinking Video-Language Model from the Language Input Perspective AAAI 2026 Rethinking Visual Token Reduction in LVLMs Under Cross-Modal Misalignment AAAI 2026 RetouchAgent: Towards Interactive and Explainable Image Retouching with MLLM Agents AAAI 2026 Retrieval-driven Reasoning for Deliberative Visual Classification AAAI 2026 Retrieving to Recover: Towards Incomplete Audio-Visual Question Answering via Semantic-consistent Purification ACL 2026 Revealing the Seen, Imagining the Beyond: A Survey of Image-Grounded Chain-of-Thought Reasoning in Multimodal LLMs ACL 2026 Revealing the Truth with ConLLM for Detecting Multi-Modal Deepfakes EACL 2026 REVEAL: Retrieval-Enhanced Verification for Multimodal Fact-Checking EACL 2026 Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation ACL 2026 Revisiting MLLM Based Image Quality Assessment: Errors and Remedy AAAI 2026 Revisiting Multimodal KV Cache Compression: A Frequency-Domain-Guided Outlier-KV-Aware Approach CVPR 2026 Revisiting the Data Sampling in Multimodal Post-training from a Difficulty-Distinguish View AAAI 2026 RFI: Rectified Flow Intervention for Mitigating Object Hallucination in Large Vision-Language Models AAAI 2026 RGB-Event based Pedestrian Attribute Recognition: A Benchmark Dataset and An Asymmetric RWKV Fusion Framework CVPR 2026 RL-U2Net: A Dual-Branch UNet with Reinforcement Learning-Assisted Multimodal Feature Fusion for Accurate 3D Whole-Heart Segmentation AAAI 2026 RMAdapter: Reconstruction-based Multi-Modal Adapter for Vision-Language Models AAAI 2026 RMIR: A Benchmark Dataset for Reasoning-Intensive Multimodal Image Retrieval CVPR 2026 RoadBench: A Vision-Language Foundation Model and Benchmark for Road Damage Understanding WACV 2026 RoadSceneVQA: Benchmarking Visual Question Answering in Roadside Perception Systems for Intelligent Transportation System AAAI 2026 Robust Multimodal Emotion Recognition from Incomplete Modalities via Query-Based Unimodal and Cross-Modal Learning WACV 2026 RobusTor3D: Robust Multimodal 3D Object Detector for Autonomous Driving by Vision-Language Knowledge Blending AAAI 2026 Robust Semi-paired Multimodal Learning for Cross-modal Retrieval AAAI 2026 RoD-TAL: A Benchmark for Answering Questions in Romanian Driving License Exams EACL 2026