Reference-Based Video Anomaly Detection

Also known as VAD

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9 papers1 paper in the last four weeks, with none the four weeks before. 0.0% of all new papers.

  1. Beyond Isolated Entities: Relation-Aware Multi-Entity Modeling for Unsupervised Video Anomaly Detection

    Sep 23, 2026Zhongpeng Pan, Xina Cheng, Kailun YangReference-Based Video Anomaly DetectionVideo Anomaly Detection

    School of Artificial Intelligence, Xidian University, China · School of Artificial Intelligence and Robotics, Hunan University, China · National Engineering Research Center of Robot Visual Perception and Control Technology, Hunan University, China

  2. VQ-VAD: Vector-quantized Motion Representation Learning for Human-centric Video Anomaly Detection

    Aug 5, 2026Narges Rashvand, Ghazal Alinezhad Noghre, Shanle Yao +2Reference-Based Video Anomaly DetectionVector Quantization

    Electrical and Computer Engineering Department University of North Carolina at Charlotte Charlotte, NC, USA

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

    Jul 21, 2026Dongjun Kim, Changjae Oh, Andrea Cavallaro +1Reference-Based Video Anomaly DetectionVideo Anomaly Detection

    Yonsei University, Seoul, Republic of Korea · Queen Mary University of London, London, United Kingdom · EPFL, Lausanne, Switzerland

  4. Unsupervised Memory-Enhanced Video Transformers: Obstacle Detection for Autonomous Agricultural Rover

    Jun 23, 2026Théo Biardeau, Anne-Sophie Capelle-Laizé, Salwan Alwan +1Reference-Based Video Anomaly DetectionVideo Anomaly Detection

    XLIM-ASALI, UFR SFA · Universit´e de Poitiers, CNRS, XLIM, France · Cyclair, Pressac, France +2

  5. Reliability-Aware Prototype Calibration for Frozen Pose-Flow Video Anomaly Detection

    Jun 18, 2026Ning Dong, Yingna Su, Xin Dong +3Post-Hoc CalibrationReference-Based Video Anomaly Detection

    School of Information Engineering Suqian University Suqian, China · School of Computer Science and Engineering University of Electronic Science and Technology of China Chengdu, China · Institute for Advanced Studies Universiti Malaya Kuala Lumpur, Malaysia

  6. RefGlitch-Bench: A Benchmark for Reference-based Gameplay Glitch Detection with Vision-Language Models

    Apr 13, 2026Yakun Yu, Ashley Wiens, Adrián Barahona-Ríos +4VLM EvaluationReference-Based Video Anomaly Detection

    University of Alberta · Sony Interactive Entertainment

  7. From Frames to Events: Rethinking Evaluation in Human-Centric Video Anomaly Detection

    Apr 10, 2026Narges Rashvand, Shanle Yao, Armin Danesh Pazho +2Reference-Based Video Anomaly DetectionVideo Anomaly Detection

    University of North Carolina at Charlotte, Charlotte, NC, USA

  8. MLE-UVAD: Minimal Latent Entropy Autoencoder for Fully Unsupervised Video Anomaly Detection

    Mar 25, 2026Yuang Geng, Junkai Zhou, Kang Yang +5Reference-Based Video Anomaly DetectionVideo Anomaly Detection

  9. From Offline to Periodic Adaptation for Pose-Based Shoplifting Detection in Real-world Retail Security

    Mar 5, 2026Shanle Yao, Narges Rashvand, Armin Danesh Pazho +1Reference-Based Video Anomaly DetectionVideo Anomaly Detection

    The authors are with the Electrical and Computer Engineering Department, The University of North Carolina at Charlotte, Charlotte, NC, 28223 USA.