Cloze Test Helps: Effective Video Anomaly Detection via Learning to Complete Video Events

27 August 2020

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Papers citing "Cloze Test Helps: Effective Video Anomaly Detection via Learning to Complete Video Events"

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Title
Track Any Anomalous Object: A Granular Video Anomaly Detection Pipeline Yuzhi Huang Chenxin Li H. Zhang Zixu Lin Yunlong Lin ... Xinyu Liu Jiechao Gao Yue Huang Xinghao Ding Yixuan Yuan 107 0 0 05 Jun 2025
MemoryOut: Learning Principal Features via Multimodal Sparse Filtering Network for Semi-supervised Video Anomaly Detection Juntong Li Lingwei Dang Yukun Su Yun Hao Qingxin Xiao Yongwei Nie Qingyao Wu 64 0 0 03 Jun 2025
Advancing Video Anomaly Detection: A Bi-Directional Hybrid Framework for Enhanced Single- and Multi-Task Approaches Guodong Shen Yuqi Ouyang Junru Lu Yixuan Yang Victor Sanchez 229 1 0 20 Apr 2025
SlowFastVAD: Video Anomaly Detection via Integrating Simple Detector and RAG-Enhanced Vision-Language Model Zongcan Ding Han Zhang Peng Wu Guansong Pang Zhiwei Yang Peng Wang Yize Zhang 82 1 0 14 Apr 2025
VADMamba: Exploring State Space Models for Fast Video Anomaly Detection Jiahao Lyu Minghua Zhao Jing Hu Xuewen Huang Yifei Chen Shuangli Du Mamba 110 0 0 27 Mar 2025
ComplexVAD: Detecting Interaction Anomalies in Video Furkan Mumcu Michael J. Jones Yasin Yilmaz A. Cherian 107 0 0 17 Jan 2025
Video Anomaly Detection with Motion and Appearance Guided Patch Diffusion Model Hang Zhou Jiale Cai Yuteng Ye Yonghui Feng Chenxing Gao Junqing Yu Zikai Song Wei Yang DiffM VGen 134 2 0 12 Dec 2024
Appearance Blur-driven AutoEncoder and Motion-guided Memory Module for Video Anomaly Detection Jiahao Lyu Minghua Zhao Jing Hu Xuewen Huang Shuangli Du Cheng Shi Zhiyong Lv 44 1 0 26 Sep 2024
Deep Learning for Video Anomaly Detection: A Review Peng Wu Chengyu Pan Yuting Yan Guansong Pang Peng Wang Yanning Zhang VLM AI4TS 80 11 0 09 Sep 2024
Weakly Supervised Video Anomaly Detection and Localization with Spatio-Temporal Prompts Peng Wu Xuerong Zhou Guansong Pang Zhiwei Yang Qingsen Yan Peng Wang Yanning Zhang 141 13 0 12 Aug 2024
Cross-Domain Learning for Video Anomaly Detection with Limited Supervision Yashika Jain Ali Dabouei Min Xu 57 2 0 09 Aug 2024
Hybrid Video Anomaly Detection for Anomalous Scenarios in Autonomous Driving Daniel Bogdoll Jan Imhof Tim Joseph J. Marius Zöllner J. Marius Zöllner 98 3 0 10 Jun 2024
Distilling Aggregated Knowledge for Weakly-Supervised Video Anomaly Detection Jash Dalvi Ali Dabouei Gunjan Dhanuka Min Xu 83 0 0 05 Jun 2024
Networking Systems for Video Anomaly Detection: A Tutorial and Survey Jing Liu Yang Liu Jieyu Lin Jielin Li Peng Sun Bo Hu Liang Song Azzedine Boukerche Victor C.M. Leung Victor C.M. Leung 208 12 0 16 May 2024
uTRAND: Unsupervised Anomaly Detection in Traffic Trajectories Giacomo DÁmicantonio Egor Bondarau Peter H. N. de With AI4TS 89 0 0 19 Apr 2024
Patch Spatio-Temporal Relation Prediction for Video Anomaly Detection Hao Shen Lu Shi Wanru Xu Yigang Cen Linna Zhang Gaoyun An ViT 65 1 0 28 Mar 2024
MULDE: Multiscale Log-Density Estimation via Denoising Score Matching for Video Anomaly Detection Jakub Micorek Horst Possegger Dominik Narnhofer Horst Bischof Mateusz Koziñski 103 11 0 21 Mar 2024
Graph-Jigsaw Conditioned Diffusion Model for Skeleton-based Video Anomaly Detection Ali Karami Thi Kieu Khanh Ho Narges Armanfard DiffM 60 5 0 18 Mar 2024
Learn Suspected Anomalies from Event Prompts for Video Anomaly Detection Chenchen Tao Chong Wang Yuexian Zou Xiaohao Peng Xiaogang Xu Jiangbo Qian 83 3 0 02 Mar 2024
Online Anomaly Detection over Live Social Video Streaming Chengkun He Xiangmin Zhou Chen Wang Iqbal Gondal Jie Shao Xun Yi 21 0 0 01 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 93 3 0 27 Nov 2023
Open-Vocabulary Video Anomaly Detection Peng Wu Xuerong Zhou Guansong Pang Yujia Sun Jing Liu Peng Wang Yanning Zhang VLM 126 31 0 13 Nov 2023
Debunking Free Fusion Myth: Online Multi-view Anomaly Detection with Disentangled Product-of-Experts Modeling Hao Wang Zhi-Qi Cheng Jingdong Sun Xin Yang Xiao-Jun Wu Hongyang Chen Yan Yang 66 5 0 28 Oct 2023
Beyond the Benchmark: Detecting Diverse Anomalies in Videos Yoav Arad Michael Werman 51 2 0 03 Oct 2023
Divide and Conquer in Video Anomaly Detection: A Comprehensive Review and New Approach Jian Xiao Tianyuan Liu G. Ji 71 6 0 26 Sep 2023
Prior Knowledge Guided Network for Video Anomaly Detection Zhewen Deng Dongyue Chen Shizhuo Deng 29 0 0 04 Sep 2023
VadCLIP: Adapting Vision-Language Models for Weakly Supervised Video Anomaly Detection Peng Wu Xu Zhou Guansong Pang Lingru Zhou Qingsen Yan Peng Wang Yanning Zhang CLIP VLM 90 84 0 22 Aug 2023
Self-Distilled Masked Auto-Encoders are Efficient Video Anomaly Detectors Nicolae-Cătălin Ristea Florinel-Alin Croitoru Radu Tudor Ionescu Marius Popescu Fahad Shahbaz Khan M. Shah ViT 115 23 0 21 Jun 2023
A New Comprehensive Benchmark for Semi-supervised Video Anomaly Detection and Anticipation Congqi Cao Yue Lu Peng Wang Yanning Zhang 106 41 0 23 May 2023
Hierarchical Semantic Contrast for Scene-aware Video Anomaly Detection Shengyang Sun Xiaojin Gong 95 49 0 23 Mar 2023
PseudoBound: Limiting the anomaly reconstruction capability of one-class classifiers using pseudo anomalies Marcella Astrid M. Zaheer Seung-Ik Lee 77 19 0 19 Mar 2023
Multi-level Memory-augmented Appearance-Motion Correspondence Framework for Video Anomaly Detection Xiangyu Huang Caidan Zhao Jinghui Yu Chenxing Gao Zhiqiang Wu 69 5 0 09 Mar 2023
Explainable Anomaly Detection in Images and Videos: A Survey Yizhou Wang Dongliang Guo Sheng Li Octavia Camps Yun Fu 112 6 0 13 Feb 2023
Generalized Video Anomaly Event Detection: Systematic Taxonomy and Comparison of Deep Models Yang Liu Dingkang Yang Yan Wang Jing Liu Jun Liu Azzedine Boukerche Peng Sun Liang Song 151 96 0 10 Feb 2023
Making Reconstruction-based Method Great Again for Video Anomaly Detection Yizhou Wang Can Qin Yue Bai Yi Xu Xu Ma Yun Fu ViT 74 20 0 28 Jan 2023
Cross-Domain Video Anomaly Detection without Target Domain Adaptation Abhishek Aich Kuan-Chuan Peng Amit K. Roy-Chowdhury 87 25 0 14 Dec 2022
CLIP-TSA: CLIP-Assisted Temporal Self-Attention for Weakly-Supervised Video Anomaly Detection Kevin Hyekang Joo Khoa T. Vo Kashu Yamazaki Ngan Le 61 51 0 09 Dec 2022
Lightning Fast Video Anomaly Detection via Adversarial Knowledge Distillation Florinel-Alin Croitoru Nicolae-Cătălin Ristea D. Dascalescu Radu Tudor Ionescu Fahad Shahbaz Khan M. Shah 100 2 0 28 Nov 2022
Spatio-temporal predictive tasks for abnormal event detection in videos Yassine Naji Aleksandr Setkov Angélique Loesch M. Gouiffès Romaric Audigier 43 6 0 27 Oct 2022
Self-Supervised Masked Convolutional Transformer Block for Anomaly Detection Neelu Madan Nicolae-Cătălin Ristea Radu Tudor Ionescu Kamal Nasrollahi Fahad Shahbaz Khan T. Moeslund M. Shah ViT MedIm 341 70 0 25 Sep 2022
Real-world Video Anomaly Detection by Extracting Salient Features in Videos Yudai Watanabe Makoto Okabe Y. Harada Naoji Kashima AI4TS 38 5 0 14 Sep 2022
Context Recovery and Knowledge Retrieval: A Novel Two-Stream Framework for Video Anomaly Detection Congqi Cao Yue Lu Yanning Zhang 101 27 0 07 Sep 2022
Towards Open Set Video Anomaly Detection Yuansheng Zhu Wentao Bao Qi Yu EDL 53 28 0 23 Aug 2022
Consistency-based Self-supervised Learning for Temporal Anomaly Localization Aniello Panariello Angelo Porrello Simone Calderara Rita Cucchiara AI4TS 59 15 0 10 Aug 2022
Learning Appearance-motion Normality for Video Anomaly Detection Yang Liu Jing Liu Mengyang Zhao Dingkang Yang Xiaoguang Zhu Liang Song 67 40 0 27 Jul 2022
Video Anomaly Detection by Solving Decoupled Spatio-Temporal Jigsaw Puzzles Guodong Wang Yunhong Wang Jie Qin Dongming Zhang Xiuguo Bao Di Huang 64 80 0 20 Jul 2022
SSMTL++: Revisiting Self-Supervised Multi-Task Learning for Video Anomaly Detection Antonio Bărbălău Radu Tudor Ionescu Mariana-Iuliana Georgescu J. Dueholm B. Ramachandra Kamal Nasrollahi Fahad Shahbaz Khan T. Moeslund M. Shah ViT 105 72 0 16 Jul 2022
Anomaly Detection in Echocardiograms with Dynamic Variational Trajectory Models Alain Ryser Laura Manduchi F. Laumer H. Michel S. Wellmann Julia E. Vogt 65 4 0 30 Jun 2022
Multi-Contextual Predictions with Vision Transformer for Video Anomaly Detection Joo-Yeon Lee Woo-Jeoung Nam Seong-Whan Lee ViT 61 14 0 17 Jun 2022
A Video Anomaly Detection Framework based on Appearance-Motion Semantics Representation Consistency Xiangyu Huang Caidan Zhao Yilin Wang Zhiqiang Wu 73 17 0 08 Apr 2022