video understanding

VideoSeek: Long-Horizon Video Agent with Tool-Guided Seeking CVPR 2026 Video SimpleQA: Towards Factuality Evaluation in Large Video Language Models AAAI 2026 VideoSSR: Video Self-Supervised Reinforcement Learning CVPR 2026 VidPrism: Heterogeneous Mixture of Experts for Image-to-Video Transfer CVPR 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 VIR-Bench: Evaluating Geospatial and Temporal Understanding of MLLMs via Travel Video Itinerary Reconstruction AAAI 2026 Vista-LLM: Decoupled Query-Guided Visual Token Pruning for Efficient Long-Video Large Language Models ACL 2026 Vista: Scene-Aware Optimization for Streaming Video Question Answering Under Post-Hoc Queries AAAI 2026 VMChill: A Dataset for Fine-Grained Visual-Musical Synergy AAAI 2026 VRR-QA: Visual Relational Reasoning in Videos Beyond Explicit Cues CVPR 2026 WeaveTime: Streaming from Earlier Frames into Emergent Memory in VideoLLMs CVPR 2026 What Happens When: Learning Temporal Orders of Events in Videos WACV 2026 YNWAAZ at SemEval-2026 Task 1: Bridging the Semantic-Visual Gap: Multimodal Humor Generation SemEval 2026 $F^3Set$: Towards Analyzing Fast, Frequent, and Fine-grained Events from Videos ICLR 2025 3D-aware Select, Expand, and Squeeze Token for Aerial Action Recognition AAAI 2025 4D LangSplat: 4D Language Gaussian Splatting via Multimodal Large Language Models CVPR 2025 Action-Agnostic Point-Level Supervision for Temporal Action Detection AAAI 2025 Action Detail Matters: Refining Video Recognition with Local Action Queries CVPR 2025 AdaCM^2: On Understanding Extremely Long-Term Video with Adaptive Cross-Modality Memory Reduction CVPR 2025 Adapting Pre-trained 3D Models for Point Cloud Video Understanding via Cross-frame Spatio-temporal Perception CVPR 2025 Adaptive Keyframe Sampling for Long Video Understanding CVPR 2025 AdaReTaKe: Adaptive Redundancy Reduction to Perceive Longer for Video-language Understanding ACL 2025 AdaTP: Attention-Debiased Token Pruning for Video Large Language Models EMNLP 2025 AdsQA: Towards Advertisement Video Understanding ICCV 2025