Videos

Ask about this field

Recent momentum

emerging

0 papers in the last 28 days · 0.0% of indexed attention

Twelve weeks of publication activity for this topic as it is defined today.

Weekly history

Recent digests

What was published in this field, kept on the site without email delivery.

Period ending 2026-09-21

18 new papers

A weekly snapshot of new work published in Videos.

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

A weekly snapshot of new work published in Videos.

Inside this field

Focused directions

736 papers

Latest in Videos

Browse all topics →
CardsList

  1. VideoHarness-RSI: Recursive Harness Self-Improvement for Long-Video Understanding with Frozen Vision-Language Models

    Aug 25, 2026Guoyang Xu, Hao ChenVideo UnderstandingFrozen Vision-Language Models

  2. WildFin: An In-the-Wild Dataset for Fish Behavioral Recognition

    Aug 21, 2026Abigail G. Grassick, Jerome Tze-Hou Hsu, Ethan Lin +10Df-Wild DatasetFish

  3. A Controlled Study of Self-Supervised Image and Video Pretraining under Limited Resources

    Aug 13, 2026Brunó B. Englert, Gijs DubbelmanVideo PretrainingSelf-Supervised

  4. EgoMonth: A Month-Level Egocentric Video Benchmark for Long-Term Spatiotemporal Memory

    Aug 13, 2026Weitao Chen, Hu Jiaxin, Xie Tianyidan +15Multimodal MemoryLongvideobench

  5. TD-VAD: Breaking Visual Dependence in Video Anomaly Detection with Text-Driven Learning

    Aug 12, 2026Shuangqing Zhang, Lei-Lei Ma, Zhao Wang +5Video Anomaly UnderstandingFine-Grained Video Understanding

  6. UniSwap: Streaming Audio-Visual Identity Swapping for Talking Videos

    Aug 12, 2026Yuxuan Zhang, Haozhong Xiong, Jiayi Song +5Joint Audio-Video GenerationVideos

  7. Video2Track: From Real-World Interaction Videos to Steerable Adversarial Closed-Track Testing for Automated Driving Systems

    Aug 12, 2026Mengjie Tian, Xinrui Zhang, Tianyu Li +6Autonomous Driving SimulationReal-World Videos

  8. From Synthesis to Removal: Physics-Grounded Reflection Simulation and Diffusion-Based Video Dereflection

    Aug 12, 2026Zepeng Wang, Jiagao Hu, Fuhao Li +3Pre-Trained Video Diffusion ModelsSpectral Reflectance

  9. Surgical WAM: A World-Action Model for Data-Efficient Surgical Robot Learning

    Aug 11, 2026Wenrui Bao, Tianyun Jiang, Zhiben Chen +3Surgical VideosRobot-Assisted Minimally Invasive Surgery

  10. R4DSG: Relative 4D Scene Graph Memory for Object-Centric Question Answering in Long Egocentric Video

    Aug 11, 2026Ke Ma, Yamin Mao, Weiming Li +5Egocentric VideoVideo Question Answering

  11. StreamFlow: Dynamic Memory Flows for Streaming Video Understanding

    Aug 11, 2026Muxin Fu, Yifan Zhang, Wentao Zhang +5Video UnderstandingLongvideobench

  12. FADE: From Passive Verification to Active Discovery in Counterfactual Video Understanding

    Aug 11, 2026Fufangchen Zhao, Jinhu Fu, Jiachen Lei +3Video UnderstandingCounterfactual Reasoning

  13. SapiensID 2.0: Aligning Human Recognition Foundation Models with Human Perception

    Aug 11, 2026Yiyang Su, Jie Zhu, Feng Liu +2Re-IdentificationVideo Dataset

  14. From Detection to Understanding: TAR and TAR-Bench for Multi-Task Traffic Anomaly Reasoning

    Aug 10, 2026Han Zhang, Yilin Zhao, Zaid Pervaiz Bhat +5Video Anomaly UnderstandingVideo-Language Models

  15. Beyond Hazard Resemblance: Contrastive Event Adjudication for Training-Free Video Anomaly Detection

    Aug 10, 2026Wenti Yin, Xiang Wang, Huaxin Zhang +4Video Anomaly UnderstandingAnomaly Detection

  16. VideoVIBE: A Video-Grounded Diagnostic Benchmark for One-Shot Interactive Website Generation

    Aug 10, 2026Jiajun Xu, Yanghao Zhou, Jingyun Liao +6LongvideobenchVibe Coding

  17. Agreement-Based Audio-Visual Segmentation:Champion Report for the MeViS-Audio Track in the 8th LSVOS Challenge

    Aug 10, 2026Yiwen Ren, Jianing Liu, Yingxin Wang +4Video Object SegmentationFine-Grained Video Understanding

  18. Sekai2: From World Exploration to Interactive World Modeling

    Aug 10, 2026Kang He, Wenshuo Peng, Zihui Gao +3Video World ModelsVideo Dataset

  19. Zero-Shot Traffic Accident Detection via a Coarse-to-Fine VLM-Tracking Pipeline

    Aug 9, 2026Dipit Saha, Shah Mohammad Abdul Mannan, Mohammad Raihan Rashid +2AccidentsRobust Vehicle Recognition

  20. VADER: Adaptive Debiasing for Hallucination Mitigation in Video Large Language Models

    Aug 9, 2026Dong Xing, Jiaxin Chen, Hang Yang +3Video-Language ModelsVideo Understanding

  21. REVEAL: A Rubric-Guided Agent for Explicit Evidence Sufficiency Verificationin Long-Video Question Answering

    Aug 9, 2026Caijun Yan, Yang Zhou, Meixing Shi +4Video UnderstandingRelevance

  22. VTO: Visual Tool Orchestration for Video Anomaly Detection

    Aug 8, 2026Rui Wang, Yeteng Wu, Xianling Zhang +1Video Anomaly UnderstandingFine-Grained Video Understanding

  23. Distilling Physical Priors into Streaming World Models

    Aug 8, 2026Liangliang Zhao, Junying Wang, Danni Yang +5Video World ModelsWorld Models

  24. SCoPE: Training-Free Audio-Visual Event Perception via Sparse Cross-Modal Prior Exchange

    Aug 8, 2026Jaemo Jeong, Junho Yoon, Hyunju Kim +1Fine-Grained Video UnderstandingPerceptual Understanding

  25. Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding

    Aug 7, 2026Yeeun Choi, Youngbeom Yoo, Joon-Young Lee +2Video UnderstandingMultimodal Memory

  26. MirrorWorld: Taming Video Diffusion Models for Mirror Reflection Generation

    Aug 7, 2026Youjun Zhao, Alex Warren, Gary K. L. Tam +1Pre-Trained Video Diffusion ModelsInpainting

  27. Conformal Coverage Guarantees for Any Video Temporal Grounder

    Aug 7, 2026Aseel Mohamed, Rasul Khanbayov, Erchin Serpedin +1Temporal GroundingVideos

  28. Glance, Scrutinize, and Think: Advancing Video Anomaly Detection from Training-Free to Agentic Reasoning

    Aug 7, 2026Shibo Gao, Peipei Yang, Xu-Yao Zhang +1Video Anomaly UnderstandingFine-Grained Video Understanding

  29. I Seek You in Videos: Identity-Conditioned Queries for Person-Centric Video Reasoning

    Aug 7, 2026Shibo Gao, Chongxiao Wang, Chenglong Huang +10VideosVisual Reasoning

  30. The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping

    Aug 6, 2026Sarvesh Baskar, Zikui Cai, Shayan Shabihi +5Video-Language ModelsLow-Frequency Cues

  31. Training a Conditioned Video Game Agent on a VLM Annotated Dataset

    Aug 6, 2026Katrin Schmid, Iuri FrosioOffline Reinforcement LearningVideo Dataset

  32. Evidence-Driven Dynamic Visual Selector for Efficient Long Video Understanding

    Aug 6, 2026Bo Zhang, Wenxin Wang, Feng Chen +4Video UnderstandingMllm-Based

  33. TAU-Bench: From Anomaly Instance Tracking to Fine-Grained Video Anomaly Understanding

    Aug 6, 2026Kepeng Yang, Dongxuan Liu, Rongxin Gao +8Video Anomaly UnderstandingFine-Grained Video Understanding

  34. Beyond Frame Selection: Rethinking Long-Video Understanding with MLLMs

    Aug 6, 2026Ziling Huang, Shin'ichi SatohVideo UnderstandingVr

  35. From Sports to Safety: Benchmarking Proactive Risk Inference in MLLMs

    Aug 6, 2026Jiawei Qiu, Yichen Xu, Jianzhe Ma +5SafetyLarge Language Model Safety

  36. VideoArgus: Agentic Rubric-Grounded Unified Evaluation for Video Generation and Editing

    Aug 6, 2026Ziyun Zeng, Zixuan Wang, Yongsheng Yu +2VideosUnified Evaluation

  37. OmniEdit-Bench: A Comprehensive Benchmark for Instruction-based Video Editing

    Aug 5, 2026Chenxuan Miao, Yutong Feng, Yi Lu +6Video EditingLongvideobench

  38. Reading Between the Frames: Interpreting Implicit and Non-literal Meaning in Social Media Videos

    Aug 5, 2026Yang Wang, Yanan Ma, Yiqi Liu +7Video UnderstandingMultimodal Reasoning

  39. Persistent Object Narratives for Token-Efficient Video Language Models

    Aug 5, 2026Junzhe Chen, Siyuan Meng, Xiaojie GuoVideo-Language ModelsVideo Understanding

  40. SurgNarrator: A Generative Retrieval Framework for Surgical Video Understanding

    Aug 5, 2026Yuqing Feng, Jiawei Ma, Kevin Qinghong Lin +6Surgical VideosGradient Surgery

  41. LAVE: Latent Visual Evidence-Enhanced Planning for Video Tool-use Agents

    Aug 5, 2026Zijian Wang, Junnan Zhu, Rongzhen Li +7Agentic Video GenerationVideo Understanding

  42. Towards Robust Version Identification in the Wild: A Dataset, Benchmark, and Fine-Tuning Study

    Aug 5, 2026Simon Hachmeier, R. Oguz Araz, Dmitry Bogdanov +2Music UnderstandingVideo Dataset

  43. Predict, Then Retrieve: Cross-Instance Future-State Retrieval from Video Prefixes

    Aug 5, 2026Quynh Vo, Thong Nguyen, Vinh-Hien Do +2Future Video PredictionNext Activity Prediction

  44. CLIP-CC-Bench: Evaluating Paragraph-Level Video Descriptions in Video-Language Models

    Aug 5, 2026Mukhtiar Ali, Harsh Dubey, Sugam Mishra +1Video-Language Models

  45. Perception Before Reasoning: Dynamic Latent Reasoning for Video Understanding and Question Answering

    Aug 4, 2026Haotian Xia, Zilin Xiao, Junbo Zou +2Video Question AnsweringVideo Understanding

  46. Video-DeepResearch: Towards the Next-Generation Multimodal Deepresearch Agent

    Aug 4, 2026Zhen Fang, Yu Zeng, Wenxuan Huang +17Agentic Video GenerationMultimodal Agents

  47. When and Where to Look: Adaptive Visual Evidence Scheduling for Efficient Long Video Understanding

    Aug 4, 2026Ke Li, Jiayu Chen, Maoliang Li +5Video UnderstandingVisual Evidence

  48. AgenticVAU: Multi-Agent Explore-Verify Reasoning for Video Anomaly Understanding

    Aug 4, 2026Yuxiang Duan, Huining Li, Ao Li +6Video Anomaly UnderstandingFine-Grained Video Understanding

  49. A Low-Cost Hybrid Reservoir Computing Model for Isolated Sign Language Video Recognition

    Aug 4, 2026Nitin Kumar Singh, Arie Rachmad Syulistyo, Yuichiro Tanaka +1Sign Language RecognitionReservoir Computing

  50. Efficient Video Dataset Distillation via Cluster-Guided Prototype Blending

    Aug 4, 2026Chongle Ren, Guang Li, Wenbo Huang +3Video DatasetChain-Of-Thought Distillation

  51. Adaptive Two-Stage Visual Token Pruning for Efficient Inference in Video-Language Models

    Aug 4, 2026Paribesh Regmi, Qingshuang Chen, Chi Zhang +3Visual Token PruningVideo-Language Models

  52. FakeI2V-Bench: Benchmarking the Applicability of Image-level Deepfake Detectors for Deepfake Video Detection

    Aug 4, 2026Pei Li, Sihan Chen, Delong Ran +1Explainable Deepfake DetectionVideos

  53. GSTEP: Global Spatio-Temporal Density-Driven Visual Token Pruning for Efficient Video Large Language Models

    Aug 4, 2026Mengjie Zhang, Qihui Zhu, Tao Zhang +10Visual Token PruningVideo-Language Models

  54. V-FIND: Revealing the Intrinsic Forgery Knowledge Encoded in Video Forgery Detectors

    Aug 4, 2026Shichao Kan, Chengpeng Hong, Jingtong Dou +8Face Forgery DetectionForgeries

  55. RealWeather: Realistic and Scene-Faithful Weather Translation with Driving World Models

    Aug 3, 2026Yuwei Ning, Liangzhi Wang, Yi Xiao +5Adverse WeatherSynthetic-To-Real Domain Gap

  56. PhyCheck: Fine-Grained Evidence-Grounded Dataset for Physical Law Understanding in Video-LLMs

    Aug 3, 2026Zhongjie Ba, Shengwang Xu, Peng Cheng +4Video UnderstandingIntelligence

  57. Douyin Multimodal Embedding Model Technical Report

    Aug 3, 2026Haonan Chen, Chu Li, Zhicheng Wang +4Multimodal EmbeddingsMultimodal Learning

  58. HiResNets: Native Full-HD Video Recognition with Foveal Residual Streams

    Aug 3, 2026Shivani Mall, Swarnim Jain, Joao F. HenriquesHigh-ResolutionFine-Grained Video Understanding

  59. TBSG-Net: Temporal Bipartite Scene Graph Network for Fine-Grained Video Moment Retrieval

    Aug 3, 2026Ji Huang, Yongsheng Dai, Tianyu Ren +2Video Temporal GroundingHierarchical 3D Scene Graphs

  60. RSVideo: Are Your Vision-Language Models Ready for Remote Sensing Videos?

    Aug 3, 2026Hongjie Zhou, Shiqin Wang, Haoyang Chen +5Remote SensingLarge Vision Language Models