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. Bring Music The Horizon: Music-Driven 360∘^\circ Video Generation

    Jul 15, 2026Kai Hsu Tsai, Yong Wei Fu, Hung I Yang +1Conversational Music RecommendationJoint Audio-Video Generation

  2. FOLIO: Focused Semantic Memory for Streaming Video Understanding

    Jul 14, 2026Haoyang Fan, Dhruv Parikh, Anvitha Ramachandran +4Video UnderstandingLong-Term Memory

  3. HSEmotion Team at the 11th ABAW Challenge: Multi-Task Learning and Ambivalence/Hesitancy Video Recognition

    Jul 14, 2026Aleksei Bakin, Andrey V. SavchenkoFacial Expression RecognitionMultimodal Fusion

  4. Gaussian Mixture Modeling for Event-Aware Visual Allocation in Long Video Understanding

    Jul 14, 2026Yifan Lu, Ziqi Zhang, Chunfeng Yuan +3Video UnderstandingLongvideobench

  5. The GEST-Engine: From Event Graphs to Synthetic Video. A Full Technical Report

    Jul 14, 2026Nicolae Cudlenco, Mihai Masala, Marius LeordeanuAgentic Video GenerationVideo Temporal Grounding

  6. Evidence-Backed Video Question Answering

    Jul 13, 2026Shijie Wang, Honglu Zhou, Ziyang Wang +5Video Question AnsweringVideo Understanding

  7. Vinci2: Providing Proactive Assistance in Continuous Egocentric Videos

    Jul 13, 2026Gong Sitong, Tianyu Yan, Caixin Kang +6Egocentric VideoProactive

  8. WALA Learning Executable Latent Actions from Action-Labeled Demonstrations and Action-Free Videos

    Jul 13, 2026Jiahao Liu, Zhongpu Xia, Shuai Tian +13Latent ActionsReal-World Videos

  9. SLVMBench: Skill Learning from Video Memory

    Jul 13, 2026Yudong Yang, Guangzhi Sun, Yixuan Li +1Video Understanding

  10. TreeSoc: Tree-Structured Dynamic Reasoning and Tool Synergy for Soccer Video Understanding

    Jul 13, 2026Thanh-Nhan Vo, Thanh-Khoi Nguyen, Trong-Thuan Nguyen +2Fine-Grained Video UnderstandingVideo Question Answering

  11. AU-Guided Synthetic Video Generation for Micro-Expression Recognition

    Jul 12, 2026Pei-Sze Tan, Sailaja Rajanala, Yee-Fan Tan +2Video DatasetFacial Expression Recognition

  12. Compositional Context Fine-Tuning Vision-Language Model for Complex Assembly Action Understanding from Videos

    Jul 12, 2026Hao Zheng, Jinyi Huang, Tiantian Zheng +2Open-Vocabulary Action RecognitionLarge Vision Language Models

  13. Detecting AI-Generated Video: A Vision-Language Dual-View Survey

    Jul 12, 2026Dylan Xinming Hou, Juntian Zhang, Xu Gu +5Agentic Video GenerationAi-Generated Image Detection

  14. Anomalous Frame Detection Using VLM-Based Description Comparison for Extracting Expert-Specific Actions and Contextual Decision-Making Scenes with Intra-Video Self-Similarity

    Jul 12, 2026Ryo Sakai, Kaname YokoyamaFine-Grained Video UnderstandingAnomalous Frame Detection

  15. Anomalous Frame Detection by Grouping Frame Similarities between Two Videos Computed by Vision-Language Model to Extract Expert Workers' Unique Actions

    Jul 12, 2026Ryo Sakai, Yongpeng Cao, Nobutaka KimuraAnomalous Frame DetectionAnomaly

  16. On the Real-World Generalisability of Optical Flow Models

    Jul 11, 2026Petter Reijalt, Sander Gielisse, Rickard Karlsson +1Optical FlowReal-World Videos

  17. Structured Evidence Selection for Weakly Supervised Video Anomaly Detection

    Jul 11, 2026Chenglizhao Chen, Tianxiang Nan, Wen Li +4Video Anomaly UnderstandingAnomaly Detection

  18. PhysMRV: Physical Memory Retrieval and Verification for Physics Plausibility Reasoning

    Jul 11, 2026Wenyuan Wang, Lianyu Hu, Hao Wang +1Physical PlausibilityVideo-Language Models

  19. Index SLM Technical Report

    Jul 10, 2026Lusheng Zhang, Shien He, Tianxing Yan +5Small Language ModelsInstruction

  20. Event Stream based Multi-Modal Video Anomaly Detection: A Benchmark Dataset and Algorithms

    Jul 10, 2026Peipei Zhu, Yueqing Niu, Lin Zhu +3Video Anomaly UnderstandingAnomaly Detection

  21. GeoTrace: Geometry-Aware Trajectory Token Compression for Video Large Language Models

    Jul 10, 2026Guohuan Xie, Mengqi Lei, Chuan Shi +3Token CompressionVideo-Language Models

  22. OpenCoF: Learning to Reason Through Video Generation

    Jul 9, 2026Xinyan Chen, Ziyu Guo, Renrui Zhang +2Video UnderstandingVideo Dataset

  23. Do Egocentric Video-Language Models Capture Both Hand- and Object-Centric Cues?

    Jul 9, 2026Masatoshi Tateno, Alexandros Stergiou, Risa Shinoda +2Training-Free Hand-Object Interaction DetectionEgocentric Video

  24. Open-ended Multi-agent Autocurricula via Visual Inspection of Policies with Multi-modal LLMs

    Jul 9, 2026Lorenzo Pantè, Andrea Fanti, Roberto CapobiancoCurriculum Reinforcement LearningCurriculum

  25. VSRo-200: A Romanian Visual Speech Recognition Dataset for Studying Supervision and Multimodal Robustness

    Jul 9, 2026Iulia-Maria Udrea, Alexandra Diaconu, Bogdan AlexeLibrispeechPseudo-Labeling

  26. Evaluating the Effect of Frame Rate in Sequence-Based Classification of Autism-Related Self-Stimulatory Hand Idiosyncrasies

    Jul 8, 2026Raunak Mondal, Peter WashingtonAutism Spectrum DisorderSelf-Supervised

  27. Scaling Mixture-of-Experts Video Pretraining for Embodied Intelligence

    Jul 8, 2026Shuailei Ma, Jiaqi Liao, Xinyang Wang +24Video PretrainingIntelligence

  28. Video2Reaction: Mapping Video to Audience Reaction Distribution in the Wild

    Jul 8, 2026Trang Nguyen, Sidong Zhang, Shiv Shankar +4Future Video PredictionAudience Engagement

  29. Deployment Risk Assessment Using Diff-Aware Features: A Case Study at Prime Video

    Jul 7, 2026Mayur Kurup, Hyunjae Suh, Swathi Vaidyanathan +3Code QualityPerformance Metric

  30. Prompt-Adapter Context Routing for Parameter-Efficient Multi-Shot Long Video Extrapolation

    Jul 7, 2026Anna Córdoba, Adam Puente Tercero, Nerea Angulo Hijo +4LongvideobenchVisual In-Context Learning

  31. Andha-Dhun: A First Look at Audio Descriptions in Hindi

    Jul 7, 2026Ritabrata Chakraborty, Divy Kala, Nisheeth Bhooshan Gupta +3Human AnnotationsBodhi

  32. EeveeDark: A Binary Neural Framework for Low-Light Video Enhancement via Event-Guided Sensor-Level Fusion

    Jul 7, 2026Onur Eker, Erkut Erdem, Aykut ErdemLow-Light Image EnhancementBinarization

  33. Light-Omni: Reflex over Reasoning in Agentic Video Understanding with Long-Term Memory

    Jul 6, 2026Chang Nie, Jiaju Wei, Junlan Feng +2Agentic Video GenerationMultimodal Memory

  34. InFlux++: Real and Synthetic Data for Estimating Dynamic Camera Intrinsics

    Jul 6, 2026Erich Liang, Caleb Kha-Uong, Chinmaya Saran +5Camera IntrinsicsCamera Control

  35. QSVideo: Query-Conditioned Semantic Temporal Retrieval for Video Understanding

    Jul 6, 2026Wei Ao, Lan Wang, Vishnu Naresh BoddetiVideo UnderstandingVideos

  36. Event Detection in Videos: A Framework for the Development of New Methods

    Jul 5, 2026Anastasia Zakharova, Thierry Bouwmans, Anthony Cioppa +13Video SurveillanceFine-Grained Video Understanding

  37. Aura: Consistent Multi-Subject Video Generation via VLM-Grounded Semantic Alignment

    Jul 5, 2026Zixiang Zhou, Zhentao Yu, Yifeng Ma +9Video DatasetFew-Step Generation

  38. iVISION-2DCD: A Long-Term Change Detection Dataset for Large-Scale Outdoor Construction Monitoring

    Jul 3, 2026Dayou Mao, Yuchen Lin, Ashkan Ebadi +3Aerial DatasetChange Detection

  39. A Multi-Task Deep Learning Framework for Real-Time Intelligent Video Surveillance with Temporal Event Validation

    Jul 3, 2026Estera Dumitru, Stelian SpînuVideo SurveillanceOpen-Vocabulary Action Recognition

  40. SafeGuard: A Multi-Agent Perception-Reasoning Framework for Social-Risk AI-Generated Video Detection

    Jul 3, 2026Wenlin Wu, Sheng Zhou, Peipei Song +3Video Anomaly UnderstandingFine-Grained Video Understanding

  41. Natural Language Camera Movement Understanding

    Jul 3, 2026Yuwen Tan, Joey Huang, Jin Huang +2Video-Language ModelsCamera Control

  42. GuideMe: Multi-Domain Task Guidance and Intervention in Streaming Video

    Jul 3, 2026Fang Liu, Jinpeng Chen, Ke Xu +7Video Multimodal Large Language ModelsVideo Understanding

  43. Incentivizing Vision Language Models to Search for Long Video Question Answering

    Jul 3, 2026Harsh Goel, S P Sharan, Sahil Shah +4Video Question AnsweringVideo Understanding

  44. VideoSearcher: Empowering Video Deep Research with Multi-Tool Agentic Reasoning via Reinforcement Learning

    Jul 3, 2026Zhenkun Gao, Yicheng Bao, Jinlong Peng +13Multimodal Search AgentsVideos

  45. Conversational Human Audio-visual Talking Dialogue Generation

    Jul 2, 2026Junhao Song, Lluis Guasch, Xilin He +8Conversational DatasetsJoint Audio-Video Generation

  46. K9-Bench: Evaluating Multimodal LLMs on Canine-Centric Videos

    Jul 2, 2026Khush Attarde, Yusuf Ali, Megha Thukral +3Video DatasetMultimodal Reasoning

  47. Reasoning LLM Improves Speaker Recognition in Long-form TV Dramas

    Jul 2, 2026Yuxuan Li, Lingxi Xie, Xinyue Huo +6Speaker DiarizationSpeaker Recognition

  48. LongEgoRefer: A Benchmark for Long-Form Egocentric Video Referring Expression Comprehension

    Jul 2, 2026Shunya Kato, Taiki Miyanishi, Shuhei Kurita +3Egocentric VideoVideo Temporal Grounding

  49. NeoMap: Training-free Novel-View Synthesis from Single Images and Videos

    Jul 2, 2026Jinxi Li, Tianyi Zhang, Yafei Yang +4Novel View SynthesisVideo Pretraining

  50. MedStreamBench: A Time-Aware Benchmark for Streaming and Proactive Medical Video Understanding

    Jul 2, 2026Yuan Wang, Shujian Gao, Songtao Jiang +2Medical Visual Question AnsweringVideo Understanding

  51. ReQuest: Rethinking-based Question-Aware Frame Selection for Long-Form Video QA

    Jul 2, 2026Minkuk Kim, Suyong Yun, Young Tae Kim +3Video Question AnsweringKeyframe Selection

  52. Accuracy and Cost Claims Do Not Survive Re-Execution in Agentic VideoQA

    Jul 1, 2026Rama AlHamidi, Aseel Mohamed, Rasul Khanbayov +3Agentic Video GenerationVideo Question Answering

  53. A global predicted-fMRI drive signal from TRIBE does not predict YouTube replay heatmaps

    Jul 1, 2026Barada Sahu, Shivesh PandeyFuture Video PredictionHeatmap

  54. Spatial-Temporal Expert Learning for Video-based Person Re-identification

    Jul 1, 2026Xiaofei Hui, Pengfei Wang, Evan Ling +4Re-IdentificationSpatiotemporal Representations

  55. MoHallBench: A Benchmark for Motion Hallucination in Video Large Language Models

    Jul 1, 2026Sihan Chen, Jiale Li, Jianghang Lin +1Videos

  56. QCA: Query- and Content-Aware Keyframe Selection for Long Video Understanding

    Jul 1, 2026Jun Peng, Baiyang Song, Jie Li +4Keyframe SelectionVideo Understanding

  57. EFlow: Learning Evidence Flow for Long-Video Reasoning with Adaptive Reflection

    Jul 1, 2026Wenhao Zhang, Kuanwei Lin, Xuyi Yang +2Video UnderstandingTemporal Grounding

  58. From Pixels to Temporal Correlations: Learning Informative Representations for Reinforcement Learning Pre-training

    Jul 1, 2026Jinwen Wang, Youfang Lin, Xiaobo Hu +4Video PretrainingSpatio-Temporal Correlations

  59. Local Motion Matters: A Deconstruct-Recompose Paradigm for Reinforcement Learning Pre-training from Videos

    Jul 1, 2026Jinwen Wang, Youfang Lin, Xiaobo Hu +2Latent ActionsAdversarial Motion Priors

  60. Linguistic Relative Policy Optimization for Video Anomaly Reasoning

    Jul 1, 2026Jiaxu Leng, Jiankang Zheng, Mengjingcheng Mo +4Video Anomaly UnderstandingAnomalous Frame Detection