Multimodal Learning

Video and Language Alignment in 2D Systems for 3D Multi-object Scenes with Multi-Information Derivative-Free Control WACV 2026 Video Echoed in Music: Semantic, Temporal, and Rhythmic Alignment for Video-to-Music Generation AAAI 2026 VideoFusion: A Spatio-Temporal Collaborative Network for Multi-modal Video Fusion CVPR 2026 VideoITG: Multimodal Video Understanding with Instructed Temporal Grounding CVPR 2026 VideoMind: Thinking in Steps for Long Video Understanding EACL 2026 Video-MMMU: Evaluating Knowledge Acquisition from Multidisciplinary Professional Videos ACL 2026 Video-Only ToM: Enhancing Theory of Mind in Multimodal Large Language Models CVPR 2026 VideoSeg-R1:Reasoning Video Object Segmentation via Reinforcement Learning AAAI 2026 Video SimpleQA: Towards Factuality Evaluation in Large Video Language Models AAAI 2026 Video Spatial Reasoning with Object-Centric 3D Rollout AAAI 2026 ViDoRe V3: A Comprehensive Evaluation of Retrieval Augmented Generation in Complex Real-World Scenarios ACL 2026 VidPrism: Heterogeneous Mixture of Experts for Image-to-Video Transfer CVPR 2026 Vietnamese Automatic Speech Recognition: A Revisit EACL 2026 View-on-Graph: Zero-Shot 3D Visual Grounding via Vision-Language Reasoning on Scene Graphs AAAI 2026 VIGiA: Instructional Video Guidance via Dialogue Reasoning and Retrieval EACL 2026 ViG-RAG: Video-aware Graph Retrieval-Augmented Generation via Temporal and Semantic Hybrid Reasoning AAAI 2026 VILLAIN at AVerImaTeC: Verifying Image–Text Claims via Multi-Agent Collaboration EACL 2026 VIMCAN: Visual-Inertial 3D Human Pose Estimation with Hybrid Mamba-Cross-Attention Network CVPR 2026 VipAct: Visual-Perception Enhancement via Specialized VLM Agent Collaboration and Tool-use AAAI 2026 VIR-Bench: Evaluating Geospatial and Temporal Understanding of MLLMs via Travel Video Itinerary Reconstruction AAAI 2026 VisAffect at MWE-2026 AdMIRe 2: IMMCAN Idiom Multimodal Cross-Attention Network EACL 2026 VisAssist: A Visually Impaired-Captured Video Question Answering Benchmark for Assistive Systems AAAI 2026 VisDoT : Enhancing Visual Reasoning through Human-Like Interpretation Grounding and Decomposition of Thought EACL 2026 Vision-G1: Towards General Reasoning Vision-Language Models via Reinforcement Learning AAAI 2026 Vision-language Incremental Learning with Dual Class-individual Memory AAAI 2026