Multimodal Learning

OneThinker: All-in-one Reasoning Model for Image and Video CVPR 2026 One Token, Two Fates: A Unified Framework via Vision Token Manipulation Against MLLMs Hallucination CVPR 2026 On Modality Weighting and Specificity for Multi-Modal Entity Alignment AAAI 2026 On the Additive Compositionality of Task Vectors in Vision–Language Models EACL 2026 On the Feasibility of Using MultiModal LLMs to Execute AR Social Engineering Attacks AAAI 2026 On Token's Dilemma: Dynamic MoE with Drift-Aware Token Assignment for Continual Learning of Large Vision Language Models CVPR 2026 OpenDance: Multimodal Controllable 3D Dance Generation with Large-scale Internet Data CVPR 2026 OpenDriveVLA: Towards End-to-end Autonomous Driving with Large Vision Language Action Model AAAI 2026 OpenLVLM-MIA: A Controlled Benchmark Revealing the Limits of Membership Inference Attacks on Large Vision-Language Models WACV 2026 OpenMarcie: Dataset for Multimodal Action Recognition in Industrial Environments CVPR 2026 OpenMMReasoner: Pushing the Frontiers in Multimodal Reasoning with an Open and General Recipe CVPR 2026 Open the Motion Door: Atomic Motion Decomposition and Recomposition for Open-Vocabulary Motion Generation CVPR 2026 Open Your Model’s Eyes: Video and Context-Aware Multimodal Backchannel Prediction ACL 2026 Optical Character Recognition for the International Phonetic Alphabet EACL 2026 ORCA: Object Recognition and Comprehension for Archiving Marine Species WACV 2026 Order-Preserving Dimension Reduction for Multimodal Semantic Embedding AAAI 2026 Ordinal-Aware Multimodal Engagement Recognition for Collaborative Learning WACV 2026 OSCBench: Benchmarking Object State Change in Text-to-Video Generation ACL 2026 OSMO: Open-vocabulary Self-eMOtion Tracking CVPR 2026 OS-Symphony: A Holistic Framework for Robust and Generalist Computer-Using Agents ACL 2026 Out-of-Context Misinformation Detection via Variational Domain-Invariant Learning with Test-Time Training AAAI 2026 Out-of-Distribution Detection with Positive and Negative Prompt Supervision Using Large Language Models AAAI 2026 OwlCap: Harmonizing Motion-Detail for Video Captioning via HMD-270K and Caption Set Equivalence Reward AAAI 2026 OX-MABSR: A Benchmark for Open-domain Explainable Multimodal Aspect-Based Sentiment Reasoning AAAI 2026 PACT: Phase-Like Transition Constraints in Adapter-Based Continual Learning of Vision-Language Models CVPR 2026