Generative Cooperative Learning for Unsupervised Video Anomaly Detection

8 March 2022

Papers citing "Generative Cooperative Learning for Unsupervised Video Anomaly Detection"

50 / 60 papers shown

Title
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 20 0 0 04 May 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 23 1 0 20 Apr 2025
MoFM: A Large-Scale Human Motion Foundation Model Mohammadreza Baharani Ghazal Alinezhad Noghre Armin Danesh Pazho Gabriel Maldonado Hamed Tabkhi AI4CE 59 0 0 08 Feb 2025
Beyond Walking: A Large-Scale Image-Text Benchmark for Text-based Person Anomaly Search Shuyu Yang Yaxiong Wang Li Zhu Zhedong Zheng 85 2 0 26 Nov 2024
FUN-AD: Fully Unsupervised Learning for Anomaly Detection with Noisy Training Data Jiin Im Yongho Son Je Hyeong Hong AAML 65 1 0 25 Nov 2024
Privacy-Preserving Video Anomaly Detection: A Survey J. H. Liu Y. Liu Xiaoguang Zhu 95 2 0 21 Nov 2024
TeG: Temporal-Granularity Method for Anomaly Detection with Attention in Smart City Surveillance Erkut Akdag Egor Bondarev Peter H. N. de With 18 0 0 17 Nov 2024
TI-PREGO: Chain of Thought and In-Context Learning for Online Mistake Detection in PRocedural EGOcentric Videos Leonardo Plini Luca Scofano Edoardo De Matteis Guido Maria DÁmely di Melendugno Alessandro Flaborea Andrea Sanchietti G. Farinella Fabio Galasso Antonino Furnari EgoV LRM 38 1 0 04 Nov 2024
Vision-Language Models Assisted Unsupervised Video Anomaly Detection Yalong Jiang Liquan Mao 21 0 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 37 6 0 09 Sep 2024
Follow the Rules: Reasoning for Video Anomaly Detection with Large Language Models Yuchen Yang Kwonjoon Lee Behzad Dariush Yinzhi Cao Shao-Yuan Lo LRM 34 11 0 14 Jul 2024
MissionGNN: Hierarchical Multimodal GNN-based Weakly Supervised Video Anomaly Recognition with Mission-Specific Knowledge Graph Generation Sanggeon Yun Ryozo Masukawa Minhyoung Na Mohsen Imani 22 6 0 27 Jun 2024
Holmes-VAD: Towards Unbiased and Explainable Video Anomaly Detection via Multi-modal LLM Huaxin Zhang Xiaohao Xu Xiang Wang Jialong Zuo Chuchu Han Xiaonan Huang Changxin Gao Yuehuan Wang Nong Sang 42 15 0 18 Jun 2024
Enhancing Anomaly Detection Generalization through Knowledge Exposure: The Dual Effects of Augmentation Mohammad Akhavan Anvari Rojina Kashefi Vahid Reza Khazaie Mohammad Khalooei Mohammad Sabokrou 25 0 0 15 Jun 2024
Cross-Modal Learning for Anomaly Detection in Fused Magnesium Smelting Process: Methodology and Benchmark Gaochang Wu Yapeng Zhang Lan Deng Jingxin Zhang Tianyou Chai 28 6 0 13 Jun 2024
Video Anomaly Detection in 10 Years: A Survey and Outlook Moshira Abdalla Sajid Javed Muaz Al Radi Anwaar Ulhaq N. Werghi 33 2 0 29 May 2024
Exploiting Autoencoder's Weakness to Generate Pseudo Anomalies Marcella Astrid Muhammad Zaigham Zaheer Djamila Aouada Seung-Ik Lee AAML 31 1 0 09 May 2024
Evaluating the Effectiveness of Video Anomaly Detection in the Wild: Online Learning and Inference for Real-world Deployment S. Yao Ghazal Alinezhad Noghre Armin Danesh Pazho Hamed Tabkhi 24 2 0 29 Apr 2024
Text Prompt with Normality Guidance for Weakly Supervised Video Anomaly Detection Zhiwei Yang Jing Liu Peng Wu 34 3 0 12 Apr 2024
PREGO: online mistake detection in PRocedural EGOcentric videos Alessandro Flaborea Guido Maria DÁmely di Melendugno Leonardo Plini Luca Scofano Edoardo De Matteis Antonino Furnari G. Farinella Fabio Galasso EgoV 43 11 0 02 Apr 2024
Harnessing Large Language Models for Training-free Video Anomaly Detection Luca Zanella Willi Menapace Massimiliano Mancini Yiming Wang Elisa Ricci VLM 18 4 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 21 6 0 01 Apr 2024
MULDE: Multiscale Log-Density Estimation via Denoising Score Matching for Video Anomaly Detection Jakub Micorek Horst Possegger Dominik Narnhofer Horst Bischof Mateusz Koziñski 16 6 0 21 Mar 2024
Real-IAD: A Real-World Multi-View Dataset for Benchmarking Versatile Industrial Anomaly Detection Chengjie Wang Wenbing Zhu Bin-Bin Gao Zhenye Gan Jianning Zhang Zhihao Gu Shuguang Qian Mingang Chen Lizhuang Ma 31 44 0 19 Mar 2024
Learn Suspected Anomalies from Event Prompts for Video Anomaly Detection Chenchen Tao Chong Wang Yuexian Zou Xiaohao Peng Jiafei Wu Jiangbo Qian 19 2 0 02 Mar 2024
Generative Semi-supervised Graph Anomaly Detection Hezhe Qiao Qingsong Wen Xiaoli Li Ee-Peng Lim Guansong Pang 32 7 0 19 Feb 2024
Interleaving One-Class and Weakly-Supervised Models with Adaptive Thresholding for Unsupervised Video Anomaly Detection Yongwei Nie Hao Huang Chengjiang Long Qing Zhang Pradipta Maji Hongmin Cai 21 1 0 24 Jan 2024
A brief introduction to a framework named Multilevel Guidance-Exploration Network Guoqing Yang Zhiming Luo Jianzhe Gao Yingxin Lai Kun Yang Yifan He Shaozi Li 3DH 19 0 0 07 Dec 2023
Video Anomaly Detection via Spatio-Temporal Pseudo-Anomaly Generation : A Unified Approach Ayush Rai Tarun Krishna Feiyan Hu Alexandru Drimbarean Kevin McGuinness A. Smeaton Noel E. O'Connor 26 1 0 27 Nov 2023
BatchNorm-based Weakly Supervised Video Anomaly Detection Yixuan Zhou Yi Qu Xing Xu Fumin Shen Jingkuan Song Hengtao Shen 14 18 0 26 Nov 2023
A Coarse-to-Fine Pseudo-Labeling (C2FPL) Framework for Unsupervised Video Anomaly Detection Anas Al-Lahham Nurbek Tastan Muhammad Zaigham Zaheer Karthik Nandakumar 11 11 0 26 Oct 2023
Anomaly Heterogeneity Learning for Open-set Supervised Anomaly Detection Jiawen Zhu Choubo Ding Yu Tian Guansong Pang 26 12 0 19 Oct 2023
Delving into CLIP latent space for Video Anomaly Recognition Luca Zanella Benedetta Liberatori Willi Menapace Fabio Poiesi Yiming Wang Elisa Ricci 12 22 0 04 Oct 2023
Weakly-Supervised Video Anomaly Detection with Snippet Anomalous Attention Yidan Fan Yongxin Yu Wenhuan Lu Yahong Han 13 19 0 28 Sep 2023
Survey on video anomaly detection in dynamic scenes with moving cameras Runyu Jiao Yi Wan Fabio Poiesi Yiming Wang 24 9 0 14 Aug 2023
Unsupervised Video Anomaly Detection with Diffusion Models Conditioned on Compact Motion Representations Anil Osman Tur Nicola Dall’Asen Cigdem Beyan Elisa Ricci DiffM VGen 13 14 0 04 Jul 2023
Self-Distilled Masked Auto-Encoders are Efficient Video Anomaly Detectors Nicolae-Cătălin Ristea Florinel-Alin Croitoru Radu Tudor Ionescu Marius Popescu F. Khan M. Shah ViT 11 19 0 21 Jun 2023
Multi-scale Spatial-temporal Interaction Network for Video Anomaly Detection Zhiyu Ning Zhangxun Li Zhengliang Guo Zile Wang Liang Song 11 0 0 17 Jun 2023
Point Cloud Video Anomaly Detection Based on Point Spatio-Temporal Auto-Encoder Tengjiao He Wenguang Wang 3DPC 19 1 0 04 Jun 2023
AnoOnly: Semi-Supervised Anomaly Detection with the Only Loss on Anomalies Yixuan Zhou Peiyu Yang Yi Qu Xing Xu Zhe Sun Andrzej Cichocki 22 2 0 30 May 2023
Reconstruction Error-based Anomaly Detection with Few Outlying Examples F. Angiulli Fabio Fassetti L. Ferragina UQCV AAML 19 3 0 17 May 2023
Configurable Spatial-Temporal Hierarchical Analysis for Flexible Video Anomaly Detection Kai Cheng Xinhua Zeng Y. Liu Tianyu Wang Chengxin Pang Jing Teng Zhaoyang Xia Jing Liu 20 1 0 12 May 2023
Exploring Diffusion Models for Unsupervised Video Anomaly Detection Anil Osman Tur Nicola Dall’Asen Cigdem Beyan Elisa Ricci DiffM VGen 18 22 0 12 Apr 2023
Prompt-Guided Zero-Shot Anomaly Action Recognition using Pretrained Deep Skeleton Features Fumiaki Sato Ryo Hachiuma Taiki Sekii 40 22 0 27 Mar 2023
Hierarchical Semantic Contrast for Scene-aware Video Anomaly Detection Shengyang Sun Xiaojin Gong 23 45 0 23 Mar 2023
Unbiased Multiple Instance Learning for Weakly Supervised Video Anomaly Detection Hui Lv Zhongqi Yue Qianru Sun Bin Luo Zhen Cui Hanwang Zhang WSOD 13 63 0 22 Mar 2023
Understanding the Challenges and Opportunities of Pose-based Anomaly Detection Ghazal Alinezhad Noghre Armin Danesh Pazho Vinit Katariya Hamed Tabkhi 11 11 0 09 Mar 2023
Generalized Video Anomaly Event Detection: Systematic Taxonomy and Comparison of Deep Models Y. Liu Dingkang Yang Yan Wang Jing Liu Jun Liu Azzedine Boukerche Peng Sun Liang Song 22 78 0 10 Feb 2023
The Devil is in the Wrongly-classified Samples: Towards Unified Open-set Recognition Jun Cen Di Luan Shiwei Zhang Yixuan Pei Yingya Zhang Deli Zhao Shaojie Shen Qifeng Chen 8 19 0 08 Feb 2023
Human-Scene Network: A Novel Baseline with Self-rectifying Loss for Weakly supervised Video Anomaly Detection Snehashis Majhi Rui Dai Quan Kong Lorenzo Garattoni Gianpiero Francesca F. Brémond 3DH 17 12 0 19 Jan 2023