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Papers (including subtopics)

ViCaS: A Dataset for Combining Holistic and Pixel-level Video Understanding using Captions with Grounded Segmentation CVPR 2025 VidCapBench: A Comprehensive Benchmark of Video Captioning for Controllable Text-to-Video Generation ACL 2025 VidComposition: Can MLLMs Analyze Compositions in Compiled Videos? CVPR 2025 Video2BEV: Transforming Drone Videos to BEVs for Video-based Geo-localization ICCV 2025 Video2Roleplay: A Multimodal Dataset and Framework for Video-Guided Role-playing Agents EMNLP 2025 Video Anomaly Detection with Motion and Appearance Guided Patch Diffusion Model AAAI 2025 VideoAutoArena: An Automated Arena for Evaluating Large Multimodal Models in Video Analysis through User Simulation CVPR 2025 VideoChain: A Transformer-Based Framework for Multi-hop Video Question Generation IJCNLP 2025 Video Color Grading via Look-Up Table Generation ICCV 2025 Video Compression Commander: Plug-and-Play Inference Acceleration for Video Large Language Models EMNLP 2025 Video Depth Anything: Consistent Depth Estimation for Super-Long Videos CVPR 2025 Video Diffusion Models Are Strong Video Inpainter AAAI 2025 VideoDirector: Precise Video Editing via Text-to-Video Models CVPR 2025 VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selection CVPR 2025 VideoGEM: Training-free Action Grounding in Videos CVPR 2025 VideoGigaGAN: Towards Detail-rich Video Super-Resolution CVPR 2025 VideoGLaMM : A Large Multimodal Model for Pixel-Level Visual Grounding in Videos CVPR 2025 Video-guided Machine Translation: A Survey of Models, Datasets, and Challenges IJCNLP 2025 VideoICL: Confidence-based Iterative In-context Learning for Out-of-Distribution Video Understanding CVPR 2025 Video Individual Counting for Moving Drones ICCV 2025 Video Language Model Pretraining with Spatio-temporal Masking CVPR 2025 VideoLLaMB: Long Streaming Video Understanding with Recurrent Memory Bridges ICCV 2025 Video Motion Graphs ICCV 2025 Video Motion Transfer with Diffusion Transformers CVPR 2025 Video-Panda: Parameter-efficient Alignment for Encoder-free Video-Language Models CVPR 2025