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

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

  2. CultureVidBench: Benchmarking Cultural Understanding in Text-to-Video Generation

    Aug 3, 2026Xianjing Han, Yuhan Su, Yang Deng +3Text-To-Video ModelsLongvideobench

  3. Ground, Cover, and Refine: Evidence-Centric Frame Selection for Long-Video Question Answering

    Aug 3, 2026Fan Wei, Siru Zhong, Runmin Dong +3Video Question AnsweringLongvideobench

  4. CRAFT: Compression via Recursive Adaptive Fusion of Video Tokens for Vision-Language Models

    Aug 3, 2026Yu Chen, Xiaohong Li, Xiaole Wang +3Video-Language ModelsContext Compression

  5. Rethinking Video Token Compression with a Global Codebook: Learning Once, Compressing Everywhere

    Aug 2, 2026Jiayang He, Tianling Xu, Diancheng Kang +4Token CompressionNeural Video Codecs

  6. InteracVid: Building a Real Interactive Audio-Visual Response Dataset from Live-Chat Videos

    Aug 2, 2026Chi Zhang, Haoyang Shi, Yueyi Liu +4Conversational DatasetsVideo Dataset

  7. SSR: Similarity-Shift Refinement for Training-Free Object-Centric Masks

    Aug 2, 2026Xiaoqian Lu, Guangfu GuoSemantic Similarity MetricsLongvideobench

  8. Coverage-Driven Adaptive Keyframe Selection for Video Understanding

    Aug 1, 2026Junyang Zhang, Puhan Luo, Chen Tang +2Keyframe SelectionVideo Understanding

  9. OSEF: One-Step Evidence Fusion for Cross-Video Scene Procedure Planning

    Jul 31, 2026Zhentong Ye, Lei Zhang, Sijia Zhou +7Fine-Grained Video UnderstandingPlanning Methods

  10. Authorship Verification of Transcribed German-Language Videos

    Jul 31, 2026Oren Halvani, Sophie TitzeSpeaker Verification PerformanceAuthorship

  11. Beyond Frame Selection: Generative Latent Evidence Aggregation for Long-Video Understanding

    Jul 30, 2026Bowen Liu, Shuning Wang, Xinpeng Ding +3Video UnderstandingVisual Tokens

  12. VisualRouter: Query-Grounded Visual Sampling for Long Video Understanding

    Jul 30, 2026Haiyue Zhang, Yi Bin, Xun Jiang +5Video UnderstandingLongvideobench

  13. ObjectStream: Latent Objects as Memory Anchors for Streaming Video Understanding

    Jul 30, 2026Mingkang Dong, Muxin Pu, Jie Li +8Video UnderstandingVisual Tokens

  14. VideoCoCo: Code-as-CoT for Physically-Consistent Video Generation via an Agentic Dual-Engine System

    Jul 29, 2026Haodong Li, Tianfei Ren, Xiaoxiao Ma +25High-Fidelity Video GenerationVideo Dataset

  15. VidMap: Exploiting Temporal Structure for Video-Based Structure-from-Motion

    Jul 29, 2026Zador Pataki, Paul-Edouard Sarlin, Marc PollefeysStructure-From-MotionCamera Intrinsics

  16. DLAM: Distributional Latent Actions with Temporal Constraints

    Jul 29, 2026Zuojin Tang, Feifan Luo, Haoyun Liu +10Latent ActionsRobotic Datasets

  17. HOME: Robust Hough-space Matching Method for Structured and Textureless Videos

    Jul 28, 2026Masaki SatohFeature MatchingSimultaneous Localization And Mapping

  18. FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding

    Jul 28, 2026Ghazal Kaviani, Ghassan AlRegibMulti-Modal Large Language ModelsVideos

  19. Knowledge-guided Disentanglement with Atomic Actions for Action Recognition

    Jul 28, 2026Tianci Wu, Siqi Cao, Guangming Zhu +6Open-Vocabulary Action RecognitionFine-Grained Video Understanding

  20. Test-Time Adaptation via Dual Distillation for Videos Under Severe Distribution Shifts

    Jul 27, 2026André Sacilotti, Samuel Felipe dos Santos, Jurandy AlmeidaOpen-Vocabulary Action RecognitionVideos

  21. QueenVIS: Rethinking Image-Only Training for Video Instance Segmentation via Query Enrichment

    Jul 27, 2026Arian Kheirandish, Fardin Ayar, Ehsan Javanmardi +2Video Object SegmentationVideos

  22. CameraAnything: Refilming Videos with Arbitrary Camera Control

    Jul 27, 2026Yixuan Li, Yanhong Zeng, Ka Leong Cheng +11Camera ControlControllable Video Generation

  23. MarineEVT: Advancing Event-Centric Marine Video Understanding via Visual Tool Reasoning

    Jul 27, 2026Tuan-An To, Yuk-Kwan Wong, Tuan-Anh Vu +2Video UnderstandingLarge Vision Language Models

  24. CachedSearch: Training-Free Cached Exploration for Test-Time Search in Video Diffusion

    Jul 25, 2026Shreshth Saini, Neil Birkbeck, Yilin Wang +2Pre-Trained Video Diffusion ModelsLongvideobench

  25. Small-Pollinator Detection in Cluttered Field Video

    Jul 24, 2026Onur Onal, Chen ChenYolo26Videos

  26. JPEG AIC2026: A large-scale dataset for fine-grained assessment of image coding

    Jul 24, 2026Mohsen Jenadeleh, Jon Sneyers, João Ascenso +8Learned Image CompressionImage Quality Assessment

  27. GraphVid: Interactive Graph-Controllable Video Generation

    Jul 23, 2026Vedant Shah, Onkar Susladkar, Tushar Prakash +5Controllable Video GenerationVideo Dataset

  28. Self-Supervised Learning of Structured Dynamics from Videos

    Jul 23, 2026Lukas Knobel, Andrew Zisserman, Yuki M. AsanoVideo PretrainingVideos

  29. Rethinking Open-World Video Anomaly Detection: Diagnosing Definition Blindness

    Jul 22, 2026Inpyo Song, Jangwon LeeVideo Anomaly UnderstandingAnomaly Score

  30. Vera: Identity-Faithful Human Subject-to-Video Generation

    Jul 22, 2026Yulong Xu, Xinyue Liu, Shujuan Li +6Video Dataset

  31. OSVE: One Step Video Editing with One Step Diffusion Models

    Jul 22, 2026Habin Lim, Gyeong-Moon ParkVideo EditingPre-Trained Video Diffusion Models

  32. MoAKE: Toward Unified All-in-One Action Quality Assessment via Mixture of Action Knowledge Experts

    Jul 22, 2026Huangbiao Xu, Huanqi Wu, Xiao Ke +3Open-Vocabulary Action RecognitionFine-Grained Video Understanding

  33. PCA: Persistence-Aware Compression and Aggregation for Fast Video Large Language Models

    Jul 22, 2026Zihan Song, Shuo Ye, Bo Zhao +4Neural Video CodecsVision Encoders

  34. ChronoStitch: Training-Free Composition of Visual KV Memories for Long-Horizon Temporal Reasoning

    Jul 21, 2026Santiram Tiwari, Nishant Sinha, Kunal KislayVideo Question AnsweringVisual Memory

  35. Context-structured Video Anomaly Detection with Large Vision-Language Models

    Jul 21, 2026Dongjun Kim, Changjae Oh, Andrea Cavallaro +1Video Anomaly UnderstandingAnomalous Frame Detection

  36. Continual Video-MLLM Adaptation over Evolving Domains

    Jul 21, 2026Rui Cheng, Meixing Shi, Yuxiang Cai +3Vision-Language Model AdaptationDomain Adaptation

  37. Fusion Embedding: A Unified Embedding Space for Text, Image, Video, and Audio

    Jul 21, 2026Abdul Basit Tonmoy, Kazi Fardinul Hoque, Md. Shahrier Islam Arham +1Audio RepresentationAudio

  38. EduPanel: A Three-Agent LLM Judge for Teaching Videos -- Reliability, Complementarity, and Human Trust Calibration

    Jul 20, 2026Jia-Kai Dong, Yi-Cheng Lin, Hung-yi LeePedagogyComputerized Adaptive Testing

  39. Audio Cross Verification Using Dual Alignment Likelihood Ratio Test

    Jul 20, 2026Heidi Lei, Arm Wonghirundacha, Irmak Bukey +1AudioSpeaker Verification Performance

  40. HAS: Highlight-guided Attention Steering for Multimodal LLM Video Summarization

    Jul 20, 2026Rui Chu, Yingjie LaoVideo UnderstandingSummarization

  41. Learning to Detect Cross-Modal Negation: An Analysis of Latent Representations and an Attention-Based Solution

    Jul 20, 2026Ali AbuSaleh, Leon Hammerla, Alexander MehlerCross-Modal AttentionNegation

  42. Brain-Aligned Multi-Stream Video Transformers with Sparse Self-Selection

    Jul 20, 2026Amir Hosein Fadaei, Mahyar Maleki, Mohammad-Reza A. DehaqaniVideo UnderstandingTransformer Architectures

  43. TimeLens2: Generalist Video Temporal Grounding with Multimodal LLMs

    Jul 19, 2026Yuhan Zhu, Changlian Ma, Xiangyu Zeng +12Video Temporal GroundingTemporal Grounding

  44. BanClickThumb: A Multimodal Dataset and Transformer Fusion Benchmarks for Clickbait Detection in Bengali YouTube Videos

    Jul 19, 2026Md. Ariful Islam, Md Tanvirul Islam, Md. Maruf Hossain Miru +1BanglaFake News Detection

  45. VLA-ReID: Video-Level Association for Re-Identification in Multi-Object Tracking with Highly Similar Objects

    Jul 19, 2026Yanrong Qin, Xiaoyan Cao, Yao YaoMulti-Object TrackingRe-Identification

  46. BoxTwin: Learning Elastoplastic Articulated Object Dynamics from Videos

    Jul 19, 2026Heng Zhang, Gehan Zheng, Kaifeng Zhang +6Deformable ObjectsDigital Twins

  47. TellTale: Blending Multi-Instance LoRA Text Encoders and a Zero-Shot LLM Judge for Ambivalence/Hesitancy Recognition in Videos

    Jul 18, 2026Abdel-Karim Al-Tamimi, Ali RodanLarge Language Model JudgesAccurate Transcription

  48. Searching Videos as Trees: Self-Correcting Agents for Grounded Long Video QA

    Jul 17, 2026Ce Zhang, Ziyang Wang, Yulu Pan +6Video Question AnsweringVideos

  49. Audio-Visual Flamingo: Open Audio-Visual Intelligence for Long and Complex Videos

    Jul 17, 2026Sreyan Ghosh, Arushi Goel, Kaousheik Jayakumar +19Audio-Visual ReasoningLarge Audio Language Models

  50. Modularized Dynamic-Granularity Video LLM for Multi-Event Long Video Understanding

    Jul 17, 2026Wei Feng, Xin Wang, Yu-Wei Zhan +2Video UnderstandingTemporal Grounding

  51. Efficient Frame Selection for Long Videos at Test Time with Attention-Based MLLM Selectors

    Jul 17, 2026Yilin Wang, Xiangxi Zheng, Dongxing Mao +6VideosMulti-Modal Large Language Models

  52. Privacy-Aware Synthetic Video Benchmarking and Relational Evaluation for Worker-Under-Suspended-Load Detection

    Jul 17, 2026Anshu Singh, Alejandro SeifHazardVideo Dataset

  53. VideoChat3: Fully Open Video MLLM for Efficient and Generalist Video Understanding

    Jul 16, 2026Xinhao Li, Yuhan Zhu, Xiangyu Zeng +24Video UnderstandingVideo Multimodal Large Language Models

  54. Still image and spatial-temporal tomato data enabling detection, segmentation, tracking, and video-instance segmentation using strong and weak labels

    Jul 16, 2026Michael Halstead, Esra Guclu, Mohamed Farag +7FruitVideo Dataset

  55. Selectivity Drives Efficiency: Dataset Pruning for Visual Place Recognition

    Jul 16, 2026Tong Jin, Yunpeng Liu, Shuyu Hu +3Visual Place RecognitionHeterogeneous Pruning Scores

  56. VideoSEMA: a scalable and efficient Mamba-like attention for video understanding

    Jul 16, 2026Nhat Thanh Tran, Fanghui Xue andShuai Zhang, Jiancheng Lyu +3Fine-Grained Video UnderstandingSpatial Attention

  57. VIABench: A Comprehensive Video Benchmark Collected from Blind Individuals for Visual Impairment Assistance

    Jul 16, 2026Yunfeng Liu, Yuandong Yang, Jiarui Han +5Blind SpotsLongvideobench

  58. Music-to-Dance Generation via Atomic Movements

    Jul 15, 2026Xinhao Cai, Yixuan Sun, Minghang Zheng +4DuetMusic Generation

  59. CF-Net: Conflict Fusion with Speaker Normalisation and Certainty Weighting for Ambivalence/Hesitancy Recognition

    Jul 15, 2026Tung Hung Bui, Hong Hai Nguyen, Van Thong HuynhMultimodal Deep LearningFine-Grained Video Understanding

  60. Towards Spatial Supersensing in the Wild

    Jul 15, 2026Tianjun Gu, Tianyu Xin, Kuan Zhang +12Real-World Videos