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CLAWS: Clustering Assisted Weakly Supervised Learning with Normalcy Suppression for Anomalous Event Detection

European Conference on Computer Vision (ECCV), 2020

24 November 2020

Papers citing "CLAWS: Clustering Assisted Weakly Supervised Learning with Normalcy Suppression for Anomalous Event Detection"

50 / 65 papers shown

Title
RobustA: Robust Anomaly Detection in Multimodal Data Salem AlMarri Muhammad Irzam Liaqat M. Zaheer Shah Nawaz Karthik Nandakumar Markus Schedl 8 0 0 10 Nov 2025
VADTree: Explainable Training-Free Video Anomaly Detection via Hierarchical Granularity-Aware Tree Wenlong Li Yifei Xu Yuan Rao Zhenhua Wang Shuiguang Deng 28 0 0 26 Oct 2025
Aligning Effective Tokens with Video Anomaly in Large Language Models Yingxian Chen Jiahui Liu Ruidi Fan Yanwei Li Chirui Chang Shizhen Zhao W. Fok Xiaojuan Qi Yik-Chung Wu 9 0 0 08 Aug 2025
The Evolution of Video Anomaly Detection: A Unified Framework from DNN to MLLM Shibo Gao P. Yang Haiyang Guo Y. Liu Y. Chen Shuai Li Han Zhu Jian Xu Xu-Yao Zhang Linlin Huang VGen 119 0 0 29 Jul 2025
DAMS:Dual-Branch Adaptive Multiscale Spatiotemporal Framework for Video Anomaly Detection Dezhi An Wenqiang Liu Kefan Wang Zening chen Jun Lu Shengcai Zhang 57 0 0 28 Jul 2025
Learning Event Completeness for Weakly Supervised Video Anomaly Detection Yu Wang Shiwei Chen 124 0 0 16 Jun 2025
ProDisc-VAD: An Efficient System for Weakly-Supervised Anomaly Detection in Video Surveillance Applications Tao Zhu Qi Yu Xinru Dong Shiyu Li Yue Liu Jinlong Jiang Lei Shu 274 0 0 04 May 2025
Advancing Video Anomaly Detection: A Bi-Directional Hybrid Framework for Enhanced Single- and Multi-Task ApproachesIEEE Transactions on Image Processing (TIP), 2024 Guodong Shen Yuqi Ouyang Junru Lu Yixuan Yang Victor Sanchez 314 4 0 20 Apr 2025
AVadCLIP: Audio-Visual Collaboration for Robust Video Anomaly Detection Peng Wu Wanshun Su Guansong Pang Yujia Sun Qingsen Yan Peng Wang Yujiao Shi VLM 212 2 0 06 Apr 2025
Anomize: Better Open Vocabulary Video Anomaly DetectionComputer Vision and Pattern Recognition (CVPR), 2025 Fei Li Wenxuan Liu Jintai Chen Ruixu Zhang Longji Xu Zhuo Zhou Zheng Wang 201 3 0 23 Mar 2025
STEAD: Spatio-Temporal Efficient Anomaly Detection for Time and Compute Sensitive Applications Andrew Gao Jun Liu AI4TS 155 1 0 11 Mar 2025
Identifying Spatio-Temporal Drivers of Extreme EventsNeural Information Processing Systems (NeurIPS), 2024 Mohamad Hakam Shams Eddin Juergen Gall AI4TS 180 0 0 31 Oct 2024
Vision-Language Models Assisted Unsupervised Video Anomaly Detection Yalong Jiang Liquan Mao 185 2 0 21 Sep 2024
Deep Learning for Video Anomaly Detection: A Review Peng Wu Chengyu Pan Yuting Yan Guansong Pang Peng Wang Yanning Zhang VLM AI4TS 144 27 0 09 Sep 2024
Weakly Supervised Video Anomaly Detection and Localization with Spatio-Temporal PromptsACM Multimedia (MM), 2024 Peng Wu Xuerong Zhou Guansong Pang Zhiwei Yang Qingsen Yan Peng Wang Yanning Zhang 218 30 0 12 Aug 2024
Distilling Aggregated Knowledge for Weakly-Supervised Video Anomaly Detection Jash Dalvi Ali Dabouei Gunjan Dhanuka Min Xu 183 0 0 05 Jun 2024
Hawk: Learning to Understand Open-World Video Anomalies Jiaqi Tang Hao Lu Ruizheng Wu Xiaogang Xu Ke Ma Cheng Fang Bin Guo Jiangbo Lu Qifeng Chen Ying-Cong Chen VLM 132 25 0 27 May 2024
Exploiting Autoencoder's Weakness to Generate Pseudo Anomalies Marcella Astrid Muhammad Zaigham Zaheer Djamila Aouada Seung-Ik Lee AAML 153 3 0 09 May 2024
IPAD: Industrial Process Anomaly Detection Dataset Jinfan Liu Manwen Liao Junjie Li Weiming Zhao Pengzhi Chu Xingdong Sheng Yunhui Liu Yunbo Wang 160 2 0 23 Apr 2024
Text Prompt with Normality Guidance for Weakly Supervised Video Anomaly Detection Zhiwei Yang Jing Liu Peng Wu 140 56 0 12 Apr 2024
Harnessing Large Language Models for Training-free Video Anomaly Detection Luca Zanella Willi Menapace Goran Frehse Yiming Wang Elisa Ricci VLM 182 59 0 01 Apr 2024
Collaborative Learning of Anomalies with Privacy (CLAP) for Unsupervised Video Anomaly Detection: A New Baseline Anas Al-Lahham Muhammad Zaigham Zaheer Nurbek Tastan Karthik Nandakumar 158 18 0 01 Apr 2024
Interleaving One-Class and Weakly-Supervised Models with Adaptive Thresholding for Unsupervised Video Anomaly DetectionEuropean Conference on Computer Vision (ECCV), 2024 Yongwei Nie Hao Huang Chengjiang Long Qing Zhang Pradipta Maji Hongmin Cai 135 6 0 24 Jan 2024
Video Anomaly Detection and Explanation via Large Language Models Hui Lv Qianru Sun 142 44 0 11 Jan 2024
Dynamic Erasing Network Based on Multi-Scale Temporal Features for Weakly Supervised Video Anomaly Detection Chen Zhang Guorong Li Yuankai Qi Hanhua Ye Laiyun Qing Ming-Hsuan Yang Qingming Huang 117 4 0 04 Dec 2023
Video Anomaly Detection via Spatio-Temporal Pseudo-Anomaly Generation : A Unified Approach Ayush K. Rai Tarun Krishna Feiyan Hu Alexandru Drimbarean Kevin McGuinness Alan F. Smeaton Noel E. O'Connor 200 7 0 27 Nov 2023
BatchNorm-based Weakly Supervised Video Anomaly Detection Yixuan Zhou Yi Qu Xing Xu Fumin Shen Jingkuan Song Hengtao Shen 131 30 0 26 Nov 2023
Open-Vocabulary Video Anomaly DetectionComputer Vision and Pattern Recognition (CVPR), 2023 Peng Wu Xuerong Zhou Guansong Pang Yujia Sun Jing Liu Peng Wang Yanning Zhang VLM 266 54 0 13 Nov 2023
A Coarse-to-Fine Pseudo-Labeling (C2FPL) Framework for Unsupervised Video Anomaly DetectionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Anas Al-Lahham Nurbek Tastan Muhammad Zaigham Zaheer Karthik Nandakumar 142 21 0 26 Oct 2023
Delving into CLIP latent space for Video Anomaly RecognitionComputer Vision and Image Understanding (CVIU), 2023 Luca Zanella Benedetta Liberatori Willi Menapace Fabio Poiesi Yiming Wang Elisa Ricci 143 46 0 04 Oct 2023
Weakly-Supervised Video Anomaly Detection with Snippet Anomalous Attention Yidan Fan Yongxin Yu Wenhuan Lu Yahong Han 111 37 0 28 Sep 2023
Reasonable Anomaly Detection in Long Sequences Yalong Jiang Changkang Li AI4TS 144 0 0 06 Sep 2023
VadCLIP: Adapting Vision-Language Models for Weakly Supervised Video Anomaly DetectionAAAI Conference on Artificial Intelligence (AAAI), 2023 Peng Wu Xu Zhou Guansong Pang Lingru Zhou Qingsen Yan Peng Wang Yanning Zhang CLIP VLM 158 131 0 22 Aug 2023
Survey on video anomaly detection in dynamic scenes with moving camerasArtificial Intelligence Review (AIR), 2023 Runyu Jiao Yi Wan Fabio Poiesi Yiming Wang 197 18 0 14 Aug 2023
Learning Prompt-Enhanced Context Features for Weakly-Supervised Video Anomaly DetectionIEEE Transactions on Image Processing (IEEE TIP), 2023 Yujiang Pu Xiaoyu Wu Lulu Yang Shengjin Wang 130 65 0 26 Jun 2023
Self-Distilled Masked Auto-Encoders are Efficient Video Anomaly DetectorsComputer Vision and Pattern Recognition (CVPR), 2023 Nicolae-Cătălin Ristea Florinel-Alin Croitoru Radu Tudor Ionescu Marius Popescu Fahad Shahbaz Khan M. Shah ViT 200 50 0 21 Jun 2023
Learning Weakly Supervised Audio-Visual Violence Detection in Hyperbolic SpaceImage and Vision Computing (IVC), 2023 Xiaogang Peng Hao Wen Yikai Luo Xiao Zhou K. Yu Yigang Wang Zizhao Wu 139 17 0 30 May 2023
Long-Short Temporal Co-Teaching for Weakly Supervised Video Anomaly DetectionIEEE International Conference on Multimedia and Expo (ICME), 2023 Shengyang Sun Xiaojin Gong 105 21 0 31 Mar 2023
PseudoBound: Limiting the anomaly reconstruction capability of one-class classifiers using pseudo anomaliesNeurocomputing (Neurocomputing), 2023 Marcella Astrid M. Zaheer Seung-Ik Lee 137 23 0 19 Mar 2023
Dual Memory Units with Uncertainty Regulation for Weakly Supervised Video Anomaly DetectionAAAI Conference on Artificial Intelligence (AAAI), 2023 Hang Zhou Junqing Yu Wei Yang 102 123 0 10 Feb 2023
Generalized Video Anomaly Event Detection: Systematic Taxonomy and Comparison of Deep ModelsACM Computing Surveys (ACM Comput. Surv.), 2023 Zehua Wang Dingkang Yang Yan Wang Jing Liu Jun Liu Peng Sun Yang Liu Liang Song 257 127 0 10 Feb 2023
Weakly Supervised Video Anomaly Detection Based on Cross-Batch Clustering GuidanceIEEE International Conference on Multimedia and Expo (ICME), 2022 Congqi Cao Xin Zhang Shizhou Zhang Peng Wang Yanning Zhang 93 7 0 16 Dec 2022
CLIP-TSA: CLIP-Assisted Temporal Self-Attention for Weakly-Supervised Video Anomaly DetectionInternational Conference on Information Photonics (ICIP), 2022 Kevin Hyekang Joo Khoa T. Vo Kashu Yamazaki Ngan Le 165 86 0 09 Dec 2022
Exploiting Completeness and Uncertainty of Pseudo Labels for Weakly Supervised Video Anomaly DetectionComputer Vision and Pattern Recognition (CVPR), 2022 Chen Zhang Guorong Li Yuankai Qi Shuhui Wang Laiyun Qing Qingming Huang Ming-Hsuan Yang 160 80 0 08 Dec 2022
MGFN: Magnitude-Contrastive Glance-and-Focus Network for Weakly-Supervised Video Anomaly DetectionAAAI Conference on Artificial Intelligence (AAAI), 2022 Yukang Chen Zhengzhe Liu Baoheng Zhang W. Fok Xiaojuan Qi Yik-Chung Wu 177 170 0 28 Nov 2022
Real-world Video Anomaly Detection by Extracting Salient Features in VideosIEEE Access (IEEE Access), 2022 Yudai Watanabe Makoto Okabe Y. Harada Naoji Kashima AI4TS 72 5 0 14 Sep 2022
Look at Adjacent Frames: Video Anomaly Detection without Offline Training Yuqi Ouyang Guodong Shen Victor Sanchez OffRL 264 5 0 27 Jul 2022
Hierarchical Semi-Supervised Contrastive Learning for Contamination-Resistant Anomaly DetectionEuropean Conference on Computer Vision (ECCV), 2022 Gaoang Wang Yibing Zhan Xinchao Wang Min-Gyoo Song Klara Nahrstedt 91 13 0 24 Jul 2022
SSMTL++: Revisiting Self-Supervised Multi-Task Learning for Video Anomaly DetectionComputer Vision and Image Understanding (CVIU), 2022 Antonio Bărbălău Radu Tudor Ionescu Mariana-Iuliana Georgescu J. Dueholm B. Ramachandra Kamal Nasrollahi Fahad Shahbaz Khan T. Moeslund M. Shah ViT 269 87 0 16 Jul 2022
Catching Both Gray and Black Swans: Open-set Supervised Anomaly DetectionComputer Vision and Pattern Recognition (CVPR), 2022 Choubo Ding Guansong Pang Chunhua Shen OOD 174 148 0 28 Mar 2022