Videos

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Period ending 2026-09-21

18 new papers

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Period ending 2026-09-14

29 new papers

A weekly snapshot of new work published in Videos.

Period ending 2026-09-07

22 new papers

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  1. TIDE: Task-Isolated Diffusion for Unified Video Editing and Generation

    Jun 6, 2026Qi Liu, Gang Yue, Mingyu Yin +7Pre-Trained Video Diffusion ModelsVideo Editing

  2. When No Answer Is Correct: Diagnosing Absent Answer Detection for MLLMs in Video Understanding

    Jun 6, 2026Yiheng Wang, Yueqian Lin, Lichen Zhu +3Video Multimodal Large Language ModelsVideo Understanding

  3. IMAGINE: Adaptive Schema-Imagery Enhanced Composition for Composed Video Retrieval

    Jun 6, 2026Jiale Huang, Zixu Li, Zhiwei Chen +3Composed Image RetrievalVideos

  4. Decoupling Semantics and Logic: A Training-Free Coarse-to-Fine Pipeline for Video Retrieval-Augmented Generation

    Jun 6, 2026Jiaxin Dai, Zehang Wei, Jiamin Yan +1Multi-Source Retrieval-Augmented GenerationAgentic Video Generation

  5. MemDreamer: Decoupling Perception and Reasoning for Long Video Understanding via Hierarchical Graph Memory and Agentic Retrieval Mechanism

    Jun 5, 2026Cong Chen, Guo Gan, Kaixiang Ji +7Video UnderstandingLarge Vision Language Models

  6. Watch, Remember, Reason: Human-View Video Understanding with MLLMs

    Jun 5, 2026Jiahao Meng, Yue Tan, Qi Xu +12Video UnderstandingVideo Multimodal Large Language Models

  7. Mind the Gap: Disentangling Performance Bottlenecks in Video Instance Segmentation

    Jun 5, 2026Danial Hamdi, Fardin Ayar, Mahdi JavanmardiVideo Object SegmentationVideos

  8. Detecting Temporally Localized Manipulations in Authentic Video Streams

    Jun 5, 2026Okan Umur, Ali Emre Güşlü, Ibrahim DelibasogluDeepfake DetectionVideo Dataset

  9. Beyond Universality: The GCC-FER Dataset and Culture-Aware Adaptation for Dynamic Facial Expression Recognition

    Jun 5, 2026Sonalika Singh, Jyotirindra Dandapat, Avishi Razdan +3Facial Expression RecognitionVideo Dataset

  10. Hierarchical Semantic-Constrained Heterogeneous Graph for Audio-Visual Event Localization

    Jun 5, 2026Zhe Yang, Ruyi Zhang, Hongtao Chen +4Fine-Grained Video UnderstandingSequential Visual Localization

  11. Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets

    Jun 5, 2026Zhenyu Yang, Zemin Du, Shengsheng Qian +1Composed Image RetrievalVideo Dataset

  12. Don't Pause: Streaming Video-Language Synchrony for Online Video Understanding

    Jun 5, 2026Zhenyu Yang, Kairui Zhang, Shengsheng Qian +2Streaming VideoVideo Understanding

  13. What Matters When Cotraining Robot Manipulation Policies on Everyday Human Videos?

    Jun 4, 2026Richard Li, Aditya Prakash, Andrew Wen +3Robotic Manipulation PoliciesRobot Systems

  14. Simultaneous hyperkinetic movement disorders phenotyping: a cross-cohort pediatric transfer study using routine videos, markerless pose estimation and a tabular foundation model

    Jun 4, 2026Laura Cif, Diane Demailly, Zohra Souei +11ParkinsonPose-Guided Kinematic Reasoning

  15. StoryVideoQA: Scaling Deep Video Understanding with a Large-Scale, Multi-Genre and Auto-Generated Dataset

    Jun 4, 2026Zhengqian Wu, Zhixian Liu, Aodong Chen +6Video Question AnsweringVideo Understanding

  16. To Be Multimodal or Not to Be: Query-Adaptive Audio-Visual Person Retrieval via Active Modality Detection

    Jun 4, 2026Erfan Loweimi, Mengjie Qian, Kate Knill +7Multimodal RetrievalCross-Modal Learning

  17. MemoryCard: Topic-Aware Multi-Modal Clue Compression for Long-Video Question Answering

    Jun 4, 2026Qing Yang, Pengcheng Huang, Xinze Li +6Video Question AnsweringSynthetic Data Augmentation

  18. LLMCodec: Adapting Video Codecs for Efficient Weight Compression of Large Language Models

    Jun 4, 2026Rui Wang, Yan Zhao, Li Song +1Large Language Model CompressionVideo Coding

  19. Learning Geometric Representations from Videos for Spatial Intelligent Multimodal Large Language Models

    Jun 4, 2026Haibo Wang, Lifu Huang3D Spatial ReasoningGeoquery

  20. UNIVID: Unified Vision-Language Model for Video Moderation

    Jun 4, 2026Kejuan Yang, Yizhuo Zhang, Mingyuan Du +6Video-Language ModelsVideo Captioning

  21. VTI-CoT: Visual-Textual Interleaved Chain of Thought for Video Reasoning

    Jun 4, 2026Shufan Zhang, Ziyue Lin, Bairun Wang +4Video UnderstandingVisual Reasoning

  22. LongSpace: Exploring Long-Horizon Spatial Memory from Perception to Recall in Video

    Jun 4, 2026Shiqiang Lang, Jing Liu, Haoyang He +6Spatial MemoryLongvideobench

  23. V2V-Bench: A Comprehensive Benchmark for Video-to-Video Generation Evaluation

    Jun 4, 2026Tao Liu, Leela Krishna, Gouti Pavan Kumar +2Video QualityVideos

  24. GOPAgen: Motion-Aware and Efficient Agentic Long-Video Understanding with Structural Memory and Hierarchical Reasoning

    Jun 3, 2026Haozhe Chi, Yang Jin, Yadong MuAgentic Video GenerationVideo Question Answering

  25. VideoKR: Towards Knowledge- and Reasoning-Intensive Video Understanding

    Jun 3, 2026Lin Fu, Zheyuan Yang, Yang Wang +3Video UnderstandingText Corpora

  26. M3^3Eval: Multi-Modal Memory Evaluation through Cognitively-Grounded Video Tasks

    Jun 3, 2026Jie Huang, Ruixun Liu, Sirui Sun +4Multimodal MemoryVideo Understanding

  27. ReConFuse: Reconstruction-Error Guided Semantic Fusion for AI-Generated Video Detection

    Jun 3, 2026Xiaojing Chen, Xinyu Lu, Changtao Miao +1Multimedia ForensicsFine-Grained Video Understanding

  28. Benchmarking Living-Screen-Native GUI Agents on Short-Video Platforms

    Jun 3, 2026Jiashu Yao, Heyan Huang, Daiqing Wu +5Graphical User Interface AgentsLongvideobench

  29. 4D Reconstruction from Sparse Dynamic Cameras

    Jun 3, 2026Kazuki Ozeki, Shun Kenney, Yuto Shibata +64D ReconstructionMulti-Camera Systems

  30. VCIFBench: Evaluating Complex Instruction Following for Video Understanding

    Jun 3, 2026Huangchen Xu, Yuan Wu, Yi ChangVideo UnderstandingInstruction

  31. Frames2LoRA: Parametric Video Internalization for Vision-Language Models

    Jun 3, 2026Manan Suri, Sarvesh Baskar, Dinesh ManochaVideo-Language ModelsVideo Captioning

  32. CLAW: Learning Continuous Latent Action World Models via Adversarial Latent Regularization

    Jun 2, 2026Tewodros Ayalew, Matthew Jeung, Samuel Wheeler +5Latent ActionsLatent World Models

  33. PixVOD: Pixel-Distributed Direct Visual Odometry and Depth Estimation

    Jun 2, 2026Shinjeong Kim, Ignacio Alzugaray, Callum Rhodes +2Visual OdometryDepth Estimation

  34. Benchmarking Visual State Tracking in Multimodal Video Understanding

    Jun 2, 2026Sihyun Yu, Nanye Ma, Pinzhi Huang +8Video Multimodal Large Language ModelsVideo Understanding

  35. SLU-2K: A Question-Based Benchmark for Semantic Evaluation of Sign Language Translation

    Jun 2, 2026Zeno Testa, Antonino Furnari, Lorenzo Baraldi +1Sign Language RecognitionMultilingual Benchmark

  36. VidMsg: A Benchmark for Implicit Message Inference in Short Videos

    Jun 2, 2026Issar Tzachor, Michael Green, Rami Ben-AriVideo UnderstandingVideos

  37. Reinforcement Learning from Cross-domain Videos with Video Prediction Model

    Jun 2, 2026Zhao Yang, Xinrui Zu, Jacob E. Kooi +5Future Video PredictionVideos

  38. JAVEDIT: Joint Audio-Visual Instruction-Guided Video Editing with Agentic Data Curation

    Jun 2, 2026Yinan Chen, Chuming Lin, Zhennan Chen +12Video EditingVideo Dataset

  39. FineGen: A VLM-based Multi-Agent Framework for Fine-Grained Image-Text Dataset Construction

    Jun 2, 2026Chang Kong, Yuebing Li, Peng Mo +2Vision DatasetsFine-Grained Perception

  40. AdaCodec: A Predictive Visual Code for Video MLLMs

    Jun 1, 2026Haowen Hou, Zhen Huang, Zheming Liang +8Video Multimodal Large Language ModelsLongvideobench

  41. Question-Aware Evidence Ledgers for Video Relational Reasoning

    Jun 1, 2026Yilin Ou, Mengshi Qi, Huadong MaVideo Question AnsweringVideo Understanding

  42. Places in the Wild: A Large, High-Resolution RAW Photograph Dataset for Ecologically Valid Vision Research

    Jun 1, 2026Michelle R. GreeneDf-Wild DatasetLarge Image Datasets

  43. Reason-Then-Retrieve for CoVR-R with Structured Edit Prompts and Dense-Sparse Fusion

    Jun 1, 2026DongQing Liu, MengShi Qi, HongWei JiVideosNatural Language Descriptions

  44. PaSBench-Video: A Streaming Video Benchmark for Proactive Safety Warning

    Jun 1, 2026Yusong Zhao, Yuejin Xie, Youliang Yuan +4Danger RecognitionLarge Language Model Safety

  45. Multi-modal Video Representation Alignment for Robust Self-supervised Driver Distraction Detection

    Jun 1, 2026David J. Lerch, Livien Majer, Zeyun Zhong +3Multi-Modal Representation LearningMultimodal Alignment

  46. Training-Free Composed Video Retrieval via Visual Representation-Guided Video-LLM Reasoning

    Jun 1, 2026Yang Liu, Qianqian Xu, Peisong Wen +2Video UnderstandingVideos

  47. InfoMerge: Information-aware Token Compression for Efficient Video Large Language Models

    Jun 1, 2026Xinxin Liu, Shiwei Gan, Xiao Liu +3Token CompressionNeural Video Codecs

  48. Understanding-Enhanced Model Collaboration for Long-Tailed Egocentric Mistake Detection

    Jun 1, 2026Boyu Han, Qianqian Xu, Shilong Bao +3Egocentric VideoFine-Grained Video Understanding

  49. MOSS-Video-Preview: Toward Real-Time Video Understanding via Cross-Attention

    Jun 1, 2026Pengyu Wang, Chenkun Tan, Shaojun Zhou +18Cross-Modal AttentionVideos

  50. 3rd Place at CVPR 2026 CASTLE Challenge: Agentic Multi-View Long-Context Video Understanding via Hierarchical Knowledge Graph Retrieval

    Jun 1, 2026Raghad Albusayes, Munirah AlyahyaVideo UnderstandingCvpr

  51. Turing Patterns for Multimedia: Reaction-Diffusion Multi-Modal Fusion for Language-Guided Video Moment Retrieval

    Jun 1, 2026Xiang Fang, Wanlong Fang, Wei Ji +1Video-Language ModelsMultimodal Fusion

  52. TLG: Temporal-Logic Grounding for Video Question Answering via Source-Annotation Reconstruction and Category-Targeted Reasoning

    Jun 1, 2026Ali AlaviVideo Temporal GroundingTemporal Grounding

  53. Perception First: A Frontier Native-Video Model with Self-Consistency for Implicit Video Question Answering

    May 31, 2026Ali AlaviVideo Question AnsweringVideo Understanding

  54. FlowTime: Towards Continuous Generative Watch Time Prediction via Flow-based Personalized Priors

    May 31, 2026Hongxu Ma, Han Zhou, Chenghou Jin +5Future Video PredictionGenerative Flow Networks

  55. R^3: Composed Video Retrieval via Reasoning-Guided Recalling and Re-ranking

    May 31, 2026Zixu Li, Yupeng Hu, Zhiheng Fu +3Composed Image RetrievalVideos

  56. Temporal Evidence Routing with Structured Visual Evidence for TimeLogicQA

    May 31, 2026Yuyang Sun, Yongliang Wu, Xingyu Zhu +8Video Question AnsweringVisual Evidence

  57. Adaptive Dense Evidence Refinement for Video Relational Reasoning for VRR-QA Challenge

    May 31, 2026Yuyang Sun, Yongliang Wu, Xingyu Zhu +8Video Question AnsweringVideo Understanding

  58. Dual-Route Top-K Retrieval with 1v1 VLM Reranking for the CoVR-R

    May 31, 2026Yuyang Sun, Yongliang Wu, Xingyu Zhu +8RerankingTop-K

  59. Disagreement-Based Cross-Model Routing for Implicit Video Question Answering

    May 31, 2026Durga Sandeep SaluruVideo Question AnsweringCvpr

  60. Cohort-Scale Neural Atlases of Ultrasound Video

    May 30, 2026Zhuorui Zhang, Roger Pallarès-López, Xuan Wu +2UltrasoundVideo Dataset