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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. Foresee-to-Ground: From Predictive Temporal Perception to Evidence-Driven Reasoning for Video Temporal Grounding

    May 21, 2026Zelin Zheng, Xinyan Liu, Ruixin Li +4Video Temporal GroundingTemporal Grounding

  2. Seizure-Semiology-Suite (S3): A Clinically Multimodal Dataset, Benchmark, and Models for Seizure Semiology Understanding

    May 21, 2026Lina Zhang, Tonmoy Monsoor, Peizheng Li +23Interictal Epileptiform DischargesVideo Understanding

  3. BodyReLux: Temporally Consistent Full-Body Video Relighting

    May 20, 2026Li Ma, Mingming He, Xueming Yu +4Image RelightingLighting

  4. TempGlitch: Evaluating Vision-Language Models for Temporal Glitch Detection in Gameplay Videos

    May 20, 2026Yakun Yu, Ashley Wiens, Adrián Barahona-Ríos +4Video-Language ModelsLongvideobench

  5. USV: Towards Understanding the User-generated Short-form Videos

    May 20, 2026Haoyue Cheng, Su Xu, Liwei Jin +3Fine-Grained Video UnderstandingVideo Dataset

  6. OSGNet with MLLM Reranking @ Ego4D Episodic Memory Challenge 2026

    May 20, 2026Yisen Feng, Leigang Qu, Haoyu Zhang +5Video-Language ModelsEgocentric Video

  7. Seeing Through Fog: Towards Fog-Invariant Action Recognition

    May 20, 2026Enqi Liu, Liyuan Pan, Zhi Gao +2Open-Vocabulary Action RecognitionFog

  8. ΔΔynamics: Language-Based Representation for Inferring Rigid-Body Dynamics From Videos

    May 20, 2026Chia-Hsiang Kao, Cong Phuoc Huynh, Chien-Yi Wang +5Rigid-Body DynamicsVision-Language

  9. FineBench: Benchmarking and Enhancing Vision-Language Models for Fine-grained Human Activity Understanding

    May 19, 2026Gueter Josmy Faure, Min-Hung Chen, Jia-Fong Yeh +2Fine-Grained Video UnderstandingVideo Question Answering

  10. MatPhys: Learning Material-Aware Physics Parameters for Deformable Object Simulation from Videos

    May 19, 2026Yang Yang, Yiyan Wang, Zheming Liu +1Deformable ObjectsVideos

  11. HAVEN: Hierarchically Aligned Multimodal Benchmark for Unified Video Understanding

    May 19, 2026Mengqi Shi, Haopeng ZhangVideo UnderstandingMultimodal Benchmarks

  12. EgoBabyVLM: Benchmarking Cross-Modal Learning from Naturalistic Egocentric Video Data

    May 18, 2026Dongyan Lin, Phillip Rust, Angel Villar Corrales +19Large Vision Language ModelsEgocentric Video

  13. CRAFT: Critic-Refined Adaptive Key-Frame Targeting for Multimodal Video Question Answering

    May 18, 2026Mahesh Bhosale, Abdul Wasi, Vishvesh Trivedi +3Video Question AnsweringKeyframe Selection

  14. Artifact-Bench: Evaluating MLLMs on Detecting and Assessing the Artifacts of AI-Generated Videos

    May 18, 2026Yuqi Tang, Yang Shi, Zhuoran Zhang +21Large-Scale Video Generation ModelsVideos

  15. Articulation in Prime: Primitive-Based Articulated Object Understanding from a Single Casual Video

    May 18, 2026Arslan Artykov, Tom Ravaud, Nicolás Violante-Grezzi +1Articulated ObjectsEgo-Motion

  16. CineMatte: Background Matting for Virtual Production and Beyond

    May 18, 2026Yuanjian He, Chen Zhang, Fasheng Chen +1Image ProcessingVideo Dataset

  17. Enhancing Train-Free Infinite-Frame Generation for Consistent Long Videos

    May 18, 2026X. Feng, J. Zhu, M. Wu +6Video EditingVideos

  18. EgoInteract: Synthetic Egocentric Videos Generation for Interaction Understanding and Anticipation

    May 18, 2026Rosario Leonardi, Francesco Ragusa, Daniele Materia +4Egocentric VideoEgocentric Vision

  19. SPATIOROUTE: Dynamic Prompt Routing for Zero-Shot Spatial Reasoning

    May 18, 2026Pawat Chunhachatrachai, Gueter Josmy Faure, Hung-Ting Su +1Video Question AnsweringSpatial Reasoning

  20. An Efficient Streaming Video Understanding Framework with Agentic Control

    May 18, 2026Jinming Liu, Jianguo Huang, Zhaoyang Jia +7Streaming VideoVideo Understanding

  21. SurgLQA: Scalable Long-Horizon Surgical Video Question Answering

    May 18, 2026Diandian Guo, Xikai Yang, Ruiyang Li +2Surgical VideosVideo Question Answering

  22. HL-OutPaint: Coarse-to-Fine Video Outpainting for High-Resolution Long-Range Videos

    May 17, 2026Jeongeun Park, Janghyeok Han, Geonung Kim +4InpaintingLarge Inter-Frame Displacements

  23. Omni-DuplexEval: Evaluating Real-time Duplex Omni-modal Interaction

    May 17, 2026Chaoqun He, Mingyang Xiang, Yingjing Xu +5Multimodal Artificial IntelligenceMulti-Modal Large Language Models

  24. LongDPM: Overlap-Aware 4D Reconstruction from Long Monocular Videos

    May 17, 2026Chenyi Xu, Yihao Wu, Liqi Yan +4Monocular Videos4D Reconstruction

  25. PyraVid: Hierarchical Multimodal Memory for Long-Horizon Video Reasoning

    May 16, 2026Sikuan Yan, Sicheng Dong, Haotong Wang +8Multimodal MemoryVideo Understanding

  26. StreamingEffect: Real-Time Human-Centric Video Effect Generation

    May 16, 2026Yiren Song, Cheng Liu, Yuxin Jiang +1Video DatasetReal-Time Systems

  27. RHINO: Reconstructing Human Interactions with Novel Objects from Monocular Videos

    May 16, 2026Lixin Xue, Chengwei Zheng, Georgios Paschalidis +4Monocular VideosAvatar Reconstruction

  28. Visual Agentic Memory: Enabling Online Long Video Understanding via Online Indexing, Hierarchical Memory, and Agentic Retrieval

    May 15, 2026Aiden Yiliu Li, Nels Numan, Anthony SteedVideo UnderstandingVisual Memory

  29. VideoSeeker: Incentivizing Instance-level Video Understanding via Native Agentic Tool Invocation

    May 15, 2026Yiming Zhao, Yu Zeng, Wenxuan Huang +11Fine-Grained Video UnderstandingVideo Understanding

  30. FashionChameleon: Towards Real-Time and Interactive Human-Garment Video Customization

    May 15, 2026Quanjian Song, Yefeng Shen, Mengting Chen +5GarmentsAutoregressive Video Generation

  31. GRASP: Learning to Ground Social Reasoning in Multi-Person Non-Verbal Interactions

    May 15, 2026Junho Kim, Xu Cao, Houze Yang +6Social ReasoningNonverbal Cues

  32. LRCP: Low-Rank Compressibility Guided Visual Token Pruning for Efficient LVLMs

    May 15, 2026Hongyu Lu, Feng Zhang, Wenwei Jin +5Visual TokensLarge Vision Language Models

  33. Video Models Can Reason with Verifiable Rewards

    May 14, 2026Tinghui Zhu, Sheng Zhang, James Y. Huang +5Video-Language ModelsReinforcement Learning With Verifiable Reward

  34. MR2-ByteTrack: CNN and Transformer-based Video Object Detection for AI-augmented Embedded Vision Sensor Nodes

    May 14, 2026Luca Bompani, Manuele Rusci, Luca Benini +2Vision SensorsVideo Dataset

  35. COPRA: Conditional Parameter Adaptation with Reinforcement Learning for Video Anomaly Detection

    May 14, 2026Darryl Cherian Jacob, Xinyu Liu, Kai Wang +1Video Anomaly UnderstandingVision-Language Model Adaptation

  36. Multi-proposal Collaboration and Multi-task Training for Weakly-supervised Video Moment Retrieval

    May 14, 2026Bolin Zhang, Chao Yang, Bin Jiang +2Fine-Grained Video UnderstandingMulti--Task Learning

  37. Video2GUI: Synthesizing Large-Scale Interaction Trajectories for Generalized GUI Agent Pretraining

    May 14, 2026Weimin Xiong, Shuhao Gu, Bowen Ye +5Graphical User Interface AgentsMultimodal Agents

  38. Video-Zero: Self-Evolution Video Understanding

    May 14, 2026Ruixu Zhang, Deyi Ji, Lanyun Zhu +4Video UnderstandingVideos

  39. ViMU: Benchmarking Video Metaphorical Understanding

    May 14, 2026Qi Li, Xinchao WangVideo UnderstandingMetaphors

  40. CoRDS: Coreset-based Representative and Diverse Selection for Streaming Video Understanding

    May 14, 2026Ailar Mahdizadeh, Puria Azadi, Muchen Li +2Key-Value Cache CompressionGeometry-Aware Uncertainty Coresets

  41. Weakly-Supervised Spatiotemporal Anomaly Detection

    May 13, 2026Urvi Gianchandani, Praveen Tirupattur, Mubarak ShahVideo Anomaly UnderstandingAnomaly Detection

  42. DiffST: Spatiotemporal-Aware Diffusion for Real-World Space-Time Video Super-Resolution

    May 13, 2026Zheng Chen, Ruofan Yang, Jin Han +5Pre-Trained Video Diffusion ModelsGenerative Super-Resolution

  43. Learning to See What You Need: Gaze Attention for Multimodal Large Language Models

    May 13, 2026Junha Song, Byeongho Heo, Geonmo Gu +3Visual TokensVideo Understanding

  44. ViDR: Grounding Multimodal Deep Research Reports in Source Visual Evidence

    May 13, 2026Zhuofan Shi, Peilun Jia, Baoqin Sun +4Visual EvidenceDeep Research

  45. AdaFocus: Adaptive Relevance-Diversity Sampling with Zero-Cache Look-back for Efficient Long Video Understanding

    May 13, 2026Xiao Yang, Yingzhe Ma, Haoxuan Yu +2Video UnderstandingLongvideobench

  46. Contrastive Learning under Noisy Temporal Self-Supervision for Colonoscopy Videos

    May 12, 2026Luca Parolari, Pietro Gori, Lamberto Ballan +2ColonoscopyPolyp Segmentation

  47. Images in Sentences: Scaling Interleaved Instructions for Unified Visual Generation

    May 12, 2026Yabo Zhang, Kunchang Li, Dewei Zhou +2Visual GenerationMulti-Modal Large Language Models

  48. Enhancing Domain Generalization in 3D Human Pose Estimation through Controllable Generative Augmentation

    May 12, 2026Xinhao Hu, Yiyi Zhang, Liqing Zhang +13D Pose Estimator3D Generative Models

  49. The Missing GAP: From Solving Square Jigsaw Puzzles to Handling Real World Archaeological Fragments

    May 12, 2026Ofir Itzhak Shahar, Gur Elkin, Ohad Ben-ShaharPuzzleComputer Vision

  50. VideoSEAL: Mitigating Evidence Misalignment in Agentic Long Video Understanding by Decoupling Answer Authority

    May 12, 2026Chenhao Qiu, Yechao Zhang, Xin Luo +2Agentic Video GenerationVideo Question Answering

  51. OTT-Vid: Optimal Transport Temporal Token Compression for Video Large Language Models

    May 12, 2026Minseok Kang, Minhyeok Lee, Jungho Lee +6Token CompressionNeural Video Codecs

  52. LiBrA-Net: Lie-Algebraic Bilateral Affine Fields for Real-Time 4K Video Dehazing

    May 12, 2026Yongcong Wang, Chengchao Shen, Guangwei Gao +5Single Image DehazingHigh-Resolution

  53. LDDR: Linear-DPP-Based Dynamic-Resolution Frame Sampling for Video MLLMs

    May 12, 2026Jingfeng Chen, Jiawen Qian, Wendi Deng +5Video UnderstandingFrame Rate

  54. ChronoSC: Task-Oriented Semantic Communication via Temporal-to-Color Encoding

    May 11, 2026Phuc H. Nguyen, Trung T. Nguyen, Quy N. Duong +1Neural Video CodecsVideo Question Answering

  55. ALAM: Algebraically Consistent Latent Action Model for Vision-Language-Action Models

    May 11, 2026Zuojin Tang, Haoyun Liu, Xinyuan Chang +11Latent ActionsReal-World Videos

  56. PhyGround: Benchmarking Physical Reasoning in Generative World Models

    May 11, 2026Juyi Lin, Arash Akbari, Yumei He +13Large-Scale Video Generation ModelsLongvideobench

  57. GridProbe: Posterior-Probing for Adaptive Test-Time Compute in Long-Video VLMs

    May 11, 2026Mohamed Eltahir, Lama Ayash, Ali Habibullah +2Video UnderstandingShard

  58. VeloGauss: Learning Physically Consistent Gaussian Velocity Fields from Videos

    May 11, 2026Nengbo Lu, Bin ZhaoVelocity Field3D Gaussian Splatting

  59. EvoStreaming: Your Offline Video Model Is a Natively Streaming Assistant

    May 11, 2026Zichen Wen, Boxue Yang, Junlong Ke +5Streaming VideoVideo-Language Models

  60. VPD-100K: Towards Generalizable and Fine-grained Visual Privacy Protection

    May 11, 2026Xiaobin Hu, Enpu Zuo, Lanping Hu +7Fine-Grained PerceptionVideo Dataset