Videos

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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.

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  1. SplashSplat: Reconstructing Splashing Liquids from Real-World Multi-View Videos

    Sep 17, 2026Peiyu Liu, Dingxi Zhang, Federico Tombari +3Optical FlowDifferentiable Rendering

  2. ERCPMP-Gx: Endoscopic Image and Video Dataset for Morphological, Histopathological, and Genomic Characterization of Colorectal Polyposis

    Sep 17, 2026Zahra Ghaffari, Massih Bahar, Mojgan Forootan +2Colorectal CancerPolyp Segmentation

  3. PROVIA: Procedure State Tracking for Online Mistake Detection in Egocentric Videos

    Sep 17, 2026Di Wen, Kailun Yang, Jimmy Weissert +7Egocentric VideoFine-Grained Video Understanding

  4. VideoResearcher: Self-Improving Tool Design for Long-Video Understanding

    Sep 17, 2026Dingqiang Ye, Dongdi Zhao, Kaishen Wang +11Agentic Video GenerationVideo Understanding

  5. CapMem: A Benchmark for Caption-Based Episodic Memory in Egocentric Video

    Sep 15, 2026Dingli Liang, Yiqiao Xie, Yukai Huang +6Video Question AnsweringEpisodic Experiences

  6. Video-HolmesV2: Can MLLMs Reason with Spatio-Temporal Audio-Visual Evidence in Long Videos?

    Sep 15, 2026Zhaoyang Wei, Zipeng Wang, Yushe Cao +10Audio-Visual ReasoningVideo Understanding

  7. Not Another Text Benchmark: Putting the "Visual" Back in Visual Question Answering for Large Video Models

    Sep 15, 2026Rwiddhi Chakraborty, Yinong, Wang +7Video Understanding

  8. High-Fidelity Video Quality Assessment with VQA-Specific Saliency

    Sep 15, 2026Hakan Emre Gedik, Shashank Gupta, Alan BovikVideo QualityFine-Grained Video Understanding

  9. Semantic-Aware Neural Video Codec for Error-Resilient Low-Latency Transmission

    Sep 14, 2026Matin Mortaheb, Homa Esfahanizadeh, Jinfeng Du +1Neural Video CodecsFine-Grained Video Understanding

  10. Efficient Reasoning Distillation: Small Video-Language Models via Synthetic CoT and Difficulty-Aware Fine-Tuning

    Sep 14, 2026Mantek Singh, Jeshwanth Challagundla, Siddharth Raina +1Video-Language ModelsVideo Question Answering

  11. VideoScout: Learning Agentic Active Exploration with Adaptive Reasoning Pacing for Long Video Understanding

    Sep 14, 2026Weixin Xu, Zhenyu Yang, Bing Wang +2Video Understanding

  12. BVB: Benchmarking Agentic Video Understanding via Programmatic Reconstruction in Blender

    Sep 14, 2026Yolo Y. Tang, Daiki Shimada, Jiayue Meng +14Agentic Video GenerationLongvideobench

  13. MarKey: Marginal Utility Guided Greedy Keyframe Selection for Long Video Understanding

    Sep 14, 2026Hongchang Shi, Jinpeng Hu, Ao Wang +4Keyframe SelectionVideo Understanding

  14. Long-to-Short Video Evidence Reasoning for Grounded Question Answering

    Sep 14, 2026Kaiyan Chen, Junbin Xiao, Xun YangVideo UnderstandingVisual Reasoning

  15. woma: a real-time foundation model and its fine-tuned models for endoscopy

    Sep 14, 2026Thang Tran, Lan DangColonoscopyWireless Foundation Models

  16. One Skill Does Not Fit All: Automatic Discovery and Taxonomy-Guided Routing of Frame-Selection Skills for Long-Video Question Answering

    Sep 14, 2026Jian Hu, Zixu Cheng, Da Li +3Video Question AnsweringSelf-Supervised

  17. Online Video Agent Harness for Long Video Understanding

    Sep 14, 2026Sen Yang, Boqiang Duan, Jing Yang +7Agentic Video GenerationVideo Understanding

  18. Detecting and Explaining Fake News Short Videos with Multimodal Content and Real-World Evidence

    Sep 14, 2026Yifeng Luo, Yupeng Li, Ming Tang +2Fake News DetectionVideos

  19. Zero-shot video highlight detection based on text descriptions and synthetic images

    Sep 13, 2026Michal Byra, Alberto Presta, Grzegorz Stefanski +1VideosSummarization

  20. From Evaluation to Enhancement: Benchmarking and Improving Think-with-Video Reasoning for Video Generative Models

    Sep 12, 2026Meng Luo, Yicheng Liu, Jiahao Wang +5Video Understanding

  21. Caption-once, Frames-on-Demand: Visual-Need Routing for Budget-Aware Agentic Long Video Understanding

    Sep 11, 2026Weitong Cai, Hang Zhang, Yukai Huang +6Video UnderstandingVideo Captioning

  22. Whisper-Based Speech Transcription from Videos Across Multiple Languages for Cross-Cultural Understanding

    Sep 11, 2026Michael PichenySpeech ContentEnglish

  23. Beyond Similarity: Foundation Models as an Efficient Backbone for Training-Free Composed Video Retrieval

    Sep 9, 2026Dmitry Demidov, Muhammad Zaigham Zaheer, Omkar Thawakar +2Video UnderstandingVideos

  24. Putting Captions to the Test: Evaluating Video Caption Quality through Multiple-Choice Question Answering

    Sep 9, 2026Zizhen Wang, Bo Feng, Zhengfeng Lai +5Video CaptioningVideos

  25. Can We Trust Video Hallucination Detectors? VidHalLoc for Evaluating the Evaluators

    Sep 9, 2026Xinyu Chen, Adnan Mahmood, Mark DrasRobust Hallucination DetectionVideo-Language Models

  26. IAE-VTG: Interaction-Aligned Action-Entity Video Temporal Grounding

    Sep 9, 2026Shiwen Zhao, Qi Zhang, Sezer Karaoglu +2Video Temporal GroundingVideo Understanding

  27. Video-MOPD: Multi-Teacher On-Policy Distillation for Video Understanding

    Sep 8, 2026Zhenxin Qin, Peng Shi, Cong Han +3Video UnderstandingVideos

  28. Point4D: Long-range 4D Motion Reconstruction

    Sep 8, 2026Minsik Jeon, Jay Karhade, Deva Ramanan +14D Reconstruction3D Single Object Tracking

  29. Concentrate After Imagination: Text-Conditioned Evidence Grounding for Partially Relevant Video Retrieval

    Sep 8, 2026Shuaiqi Cheng, Siyu You, Yanbi Wu +3Relation-Conditioned Evidence EncoderVideos

  30. Kairos: A Dataset for Fine-Grained Video-Language Modeling over Space, Time, and Dynamics

    Sep 8, 2026Ruibo Ming, Lei Sun, Deheng Zhang +8Video-Language ModelsVideo Dataset

  31. CausalChapter: Improving Long-Video Chaptering with Interventional Dependency Modeling

    Sep 8, 2026Xinran Duan, Guozhang Li, Yaoyao Zhong +3Video UnderstandingVideo Captioning

  32. SoftRerank: Hierarchical Soft Fusion with Candidate-Label Reranking for Long-Tailed Micro-Action Recognition

    Sep 8, 2026Yichi Zhang, Zhichao Xia, Yanjun Chi +6Open-Vocabulary Action RecognitionFine-Grained Actions

  33. WSPolypNet: Weakly Supervised Polyp Localization in Colonoscopy Videos

    Sep 8, 2026Giseong Hwang, Minjae Jo, Yeonghyeon Park +9Polyp SegmentationColonoscopy

  34. SynthGait-19K: A Physically Grounded Synthetic Video Dataset for Gait Parameter Estimation

    Sep 8, 2026Soroush Mehraban, Xin Lei Lin, Vida Adeli +5Single-Subject Gait DatasetSynthetic Motion Datasets

  35. VI-Bench: Benchmarking Prompt Inversion from AIGC Videos

    Sep 8, 2026Wulin Xie, Rui Zhao, Kecen Li +5Large-Scale Video Generation ModelsLong Video Generation

  36. ReactVAU: A Slow-Fast Decoupled Framework for Streaming Video Anomaly Understanding

    Sep 7, 2026Chia-Hui Chen, Shih-Ying Yeh, Fu-En Yang +2Video Anomaly UnderstandingStreaming Video

  37. Quantifying the Engagement Trap: Impact of Short-form Video Recommender Systems on Users with ADHD

    Sep 7, 2026Vedad Misirlic, Gregor Mayr, Elisabeth LexRecommender SystemsLarge-Scale Recommendation Systems

  38. Temporal Self-Distillation: Learning Visual State Tracking in Videos Without Supervision

    Sep 3, 2026Shravan Venkatraman, Wenshuai Zhao, Mohammad Hassan Vali +1Multi-Object TrackingVideos

  39. Beyond Retrieval: Progressive Latent Memory Evolution for Streaming Video Understanding

    Sep 3, 2026Hongyu Qu, Guangming Yao, Ling Xing +7Video UnderstandingLatent Visual Reasoning

  40. The Shape of Time: Video-Token Contrast for Temporal Understanding in VideoLMs

    Sep 3, 2026Yumeng Shi, Quanyu Long, Yin Wu +1Video UnderstandingCounterfactual Reasoning

  41. Select, Compress, Reinvest: A Controlled Study of Visual-Token Allocation in Long-Video MLLMs

    Sep 3, 2026Prakhar KhatriLongvideobenchVideo-Language Models

  42. KnowVis: Knowledge-Centric Visual Summarization for Video Lectures

    Sep 3, 2026Yi Xu, Yifan Hou, Xiaoyu ZhangVideo UnderstandingSummarization

  43. Cite or Decline: A Strict Course-Grounded Chatbot for STEM Lecture Videos

    Sep 1, 2026S M Masrur Ahmed, Jaspal SubhlokVideo Question AnsweringCitations

  44. Allocate Before You Embed: Adaptive Visual Input Allocation for Video Embeddings

    Sep 1, 2026Song Jin, Zhongtao Jiang, Chenglei Shen +5VideosVisual Embeddings

  45. What, Where, and How: Probing Spatiotemporal Representations in Video Foundation Models

    Sep 1, 2026Sharon S. Musa, Fereshteh Forghani, Harrish Thasarathan +3Spatiotemporal RepresentationsVision Foundation Models

  46. Can LLMs Design Video Coding Tools? A Case Study on Planar Mode

    Sep 1, 2026Yingwen Zhang, Meng Wang, Liqiang He +1Video-Language ModelsVideo Coding

  47. Compressing AI Traffic: Standardized Neural Network Coding of Visual-Token Representations in Split Vision-Language Inference

    Sep 1, 2026Reza Heidari, Hamed R. Tavakoli, Juho KannalaToken CompressionVision Encoders

  48. Does This Moment Justify the Recommendation? Counterfactual Behavior-Grounded Evidence Retrieval for Personalized Video Recommendation

    Sep 1, 2026Xin LiuVideo Temporal GroundingFine-Grained Video Understanding

  49. ViTAL-X: Video-Text Alignment with Cross-Modal Temporal Edits

    Sep 1, 2026Sethuraman T, Savya Khosla, Onkar Kishor Susladkar +6Video-Language ModelsVideo-Text Alignment

  50. StreamScout: Learning When to Look Deeper for Streaming Video Understanding

    Aug 31, 2026Ce Zhang, Jing Bi, Jinxi He +9Streaming VideoVideo Understanding

  51. Real-Time Video Anomaly Detection Using YOLO Pose Estimation and CLIP-Based Semantic Scoring

    Aug 31, 2026Vanodhya G. Warnasooriya, Amir Hajian, Watchara Ruangsang +1Video Anomaly UnderstandingFine-Grained Video Understanding

  52. SocialReasonBench: A Video-QA Benchmark for Social Reasoning with Counterfactual Narrative Videos

    Aug 31, 2026Zheyu Huang, Zijing Shi, Haozhe Luo +4Social ReasoningReasoning Benchmark

  53. TUE-Detector: A Tool-Using Expert MLLM-Based Detector for AI-Generated Videos

    Aug 31, 2026Yichen Wu, Haoxuan Qu, Yongxing Dai +5Ai-Generated Image DetectionVideo Anomaly Understanding

  54. Dynamic Hub-and-Spoke Memory for Streaming Video Understanding

    Aug 31, 2026Xinru Jiang, Lin Zhao, Xi Xiao +7Video UnderstandingVideos

  55. RIDGE: Region-Informed Derivative-Guided Evidence Selection for Long Video Understanding

    Aug 30, 2026Shanqing Xu, Meng Luo, Mengchen Qian +7Video UnderstandingLongvideobench

  56. DVBench: Benchmarking MLLMs for Understanding Dynamic Charts and Narratives in Data Videos

    Aug 30, 2026Bomiao Wang, Zekai Shao, Jiexiang Lan +3Video UnderstandingChart

  57. Where to Look Matters: On-Policy Self-Distillation for Long-Video Understanding

    Aug 26, 2026Kaishen Wang, Dongdi Zhao, Yijun Liang +4Video UnderstandingUnsupervised On-Policy Self-Distillation

  58. 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

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

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

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

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