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Papers (including subtopics)

v-HUB: A Benchmark for Video Humor Understanding from Vision and Sound ACL 2026 VideoARM: Agentic Reasoning over Hierarchical Memory for Long-Form Video Understanding CVPR 2026 VideoAuto-R1: Video Auto Reasoning via Thinking Once, Answering Twice CVPR 2026 VideoChat-A1: Thinking with Long Videos by Chain-of-Shot Reasoning AAAI 2026 VideoChat-M1: Collaborative Policy Planning for Video Understanding via Multi-Agent Reinforcement Learning CVPR 2026 Video-CoE: Reinforcing Video Event Prediction via Chain of Events CVPR 2026 VideoCuRL: Video Curriculum Reinforcement Learning with Orthogonal Difficulty Decomposition ACL 2026 VideoFusion: A Spatio-Temporal Collaborative Network for Multi-modal Video Fusion CVPR 2026 VideoITG: Multimodal Video Understanding with Instructed Temporal Grounding CVPR 2026 VideoMaMa: Mask-Guided Video Matting via Generative Prior CVPR 2026 Video Mirror Detection with the Motion-in-Depth Cue AAAI 2026 VidEoMT: Your ViT is Secretly Also a Video Segmentation Model CVPR 2026 Video Panels for Long Video Understanding CVPR 2026 VideoPro: Adaptive Program Reasoning for Long Video Understanding ACL 2026 VideoSeek: Long-Horizon Video Agent with Tool-Guided Seeking CVPR 2026 VideoSketcher: A Training-Free Approach for Coherent Video Sketch Transfer WACV 2026 VideoSSR: Video Self-Supervised Reinforcement Learning CVPR 2026 VideoStir: Understanding Long Videos via Spatio-Temporally Structured and Intent-Aware RAG ACL 2026 VideoWorld 2: Learning Transferable Knowledge from Real-world Videos CVPR 2026 VidPrism: Heterogeneous Mixture of Experts for Image-to-Video Transfer CVPR 2026 VidTAG: Temporally Aligned Video to GPS Geolocalization with Denoising Sequence Prediction at a Global Scale CVPR 2026 ViGG: Robust RGB-D Point Cloud Registration using Visual-Geometric Mutual Guidance WACV 2026 ViLL-E: Video LLM Embeddings for Retrieval ACL 2026 VINS-120K: Ultra High-Resolution Image Editing with A Large-Scale Dataset CVPR 2026 VIRST: Video-Instructed Reasoning Assistant for SpatioTemporal Segmentation CVPR 2026