Graph Convolutional Label Noise Cleaner: Train a Plug-and-play Action Classifier for Anomaly Detection

18 March 2019

Papers citing "Graph Convolutional Label Noise Cleaner: Train a Plug-and-play Action Classifier for Anomaly Detection"

50 / 141 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 27 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 36 1 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 Y. Zhang VLM 50 0 0 06 Apr 2025
Language-guided Open-world Video Anomaly Detection Zihao Liu Xiaoyu Wu Jianqin Wu Xuxu Wang Linlin Yang 58 0 0 17 Mar 2025
Sherlock: Towards Multi-scene Video Abnormal Event Extraction and Localization via a Global-local Spatial-sensitive LLM Junxiao Ma Jingjing Wang Jiamin Luo Peiying Yu Guodong Zhou 38 0 0 26 Feb 2025
Detection, Retrieval, and Explanation Unified: A Violence Detection System Based on Knowledge Graphs and GAT Wen-Dong Jiang Chih-Yung Chang Diptendu Sinha Roy 38 0 0 07 Jan 2025
Injecting Explainability and Lightweight Design into Weakly Supervised Video Anomaly Detection Systems Wen-Dong Jiang Chih-Yung Chang Hsiang-Chuan Chang Ji-Yuan Chen Diptendu Sinha Roy 38 0 0 31 Dec 2024
Vision Technologies with Applications in Traffic Surveillance Systems: A Holistic Survey Wei Zhou Lei Zhao Runyu Zhang Yifan Cui Hongpu Huang Kun Qie Chen Wang AI4TS 73 0 0 30 Nov 2024
Privacy-Preserving Video Anomaly Detection: A Survey J. H. Liu Y. Liu Xiaoguang Zhu 95 2 0 21 Nov 2024
Anomaly Detection for People with Visual Impairments Using an Egocentric 360-Degree Camera Inpyo Song Sanghyeon Lee Minjun Joo Jangwon Lee 41 0 0 17 Nov 2024
Weakly-Supervised Anomaly Detection in Surveillance Videos Based on Two-Stream I3D Convolution Network Sareh Nejad Anwar Haque 21 1 0 13 Nov 2024
Identifying Spatio-Temporal Drivers of Extreme Events Mohamad Hakam Shams Eddin Juergen Gall AI4TS 48 0 0 31 Oct 2024
From Explicit Rules to Implicit Reasoning in an Interpretable Violence Monitoring System Wen-Dong Jiang Chih-Yung Chang Ssu-Chi Kuai Diptendu Sinha Roy 40 0 0 29 Oct 2024
MTFL: Multi-Timescale Feature Learning for Weakly-Supervised Anomaly Detection in Surveillance Videos Yiling Zhang Erkut Akdag Egor Bondarev Peter H. N. de With AI4TS ViT 24 1 0 08 Oct 2024
Vision-Language Models Assisted Unsupervised Video Anomaly Detection Yalong Jiang Liquan Mao 23 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 42 6 0 09 Sep 2024
Temporal Divide-and-Conquer Anomaly Actions Localization in Semi-Supervised Videos with Hierarchical Transformer Nada Osman Marwan Torki 21 1 0 24 Aug 2024
Class-aware and Augmentation-free Contrastive Learning from Label Proportion Jialiang Wang Ning Zhang Shimin Di Ruidong Wang Lei Chen 21 0 0 13 Aug 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 28 9 0 12 Aug 2024
What Matters in Autonomous Driving Anomaly Detection: A Weakly Supervised Horizon Utkarsh Tiwari Snehashis Majhi Michal Balazia François Brémond 23 0 0 10 Aug 2024
Cross-Domain Learning for Video Anomaly Detection with Limited Supervision Yashika Jain Ali Dabouei Min Xu 19 1 0 09 Aug 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 28 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 52 16 0 18 Jun 2024
Distilling Aggregated Knowledge for Weakly-Supervised Video Anomaly Detection Jash Dalvi Ali Dabouei Gunjan Dhanuka Min Xu 20 0 0 05 Jun 2024
Video Anomaly Detection in 10 Years: A Survey and Outlook Moshira Abdalla Sajid Javed Muaz Al Radi Anwaar Ulhaq N. Werghi 40 2 0 29 May 2024
Multi-Label Out-of-Distribution Detection with Spectral Normalized Joint Energy Yihan Mei Xinyu Wang De-Fu Zhang Xiaoling Wang OODD 28 2 0 08 May 2024
Weakly-Supervised Residual Evidential Learning for Multi-Instance Uncertainty Estimation Pei Liu Luping Ji EDL 24 4 0 07 May 2024
IPAD: Industrial Process Anomaly Detection Dataset Jinfan Liu Yichao Yan Junjie Li Weiming Zhao Pengzhi Chu Xingdong Sheng Yunhui Liu Xiaokang Yang 37 0 0 23 Apr 2024
Text Prompt with Normality Guidance for Weakly Supervised Video Anomaly Detection Zhiwei Yang Jing Liu Peng Wu 37 16 0 12 Apr 2024
Harnessing Large Language Models for Training-free Video Anomaly Detection Luca Zanella Willi Menapace Massimiliano Mancini Yiming Wang Elisa Ricci VLM 26 20 0 01 Apr 2024
Diversified and Personalized Multi-rater Medical Image Segmentation Yicheng Wu Xiangde Luo Zhe Xu Xiaoqing Guo Lie Ju Zongyuan Ge Wenjun Liao Jianfei Cai 38 3 0 20 Mar 2024
GlanceVAD: Exploring Glance Supervision for Label-efficient Video Anomaly Detection Huaxin Zhang Xiang Wang Xiaohao Xu Xiaonan Huang Chuchu Han Yuehuan Wang Changxin Gao Shanjun Zhang Nong Sang 38 4 0 10 Mar 2024
Learn Suspected Anomalies from Event Prompts for Video Anomaly Detection Chenchen Tao Chong Wang Yuexian Zou Xiaohao Peng Jiafei Wu Jiangbo Qian 34 2 0 02 Mar 2024
Multiple Instance Learning for Cheating Detection and Localization in Online Examinations Yemeng Liu Jing Ren Jianshuo Xu Xiaomei Bai Roopdeep Kaur Feng Xia 21 7 0 09 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 31 1 0 24 Jan 2024
Video Anomaly Detection and Explanation via Large Language Models Hui Lv Qianru Sun 31 20 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 18 2 0 04 Dec 2023
BatchNorm-based Weakly Supervised Video Anomaly Detection Yixuan Zhou Yi Qu Xing Xu Fumin Shen Jingkuan Song Hengtao Shen 20 18 0 26 Nov 2023
Open-Vocabulary Video Anomaly Detection Peng Wu Xuerong Zhou Guansong Pang Yujia Sun Jing Liu Peng Wang Yanning Zhang VLM 32 21 0 13 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 18 11 0 26 Oct 2023
A Lightweight Video Anomaly Detection Model with Weak Supervision and Adaptive Instance Selection Yang Wang Jiaogen Zhou Jihong Guan 29 4 0 09 Oct 2023
Data-centric Graph Learning: A Survey Jixi Liu Deyu Bo Cheng Yang Haoran Dai Qi Zhang Yixin Xiao Yufei Peng Chuan Shi GNN 27 19 0 08 Oct 2023
Delving into CLIP latent space for Video Anomaly Recognition Luca Zanella Benedetta Liberatori Willi Menapace Fabio Poiesi Yiming Wang Elisa Ricci 20 22 0 04 Oct 2023
Weakly-Supervised Video Anomaly Detection with Snippet Anomalous Attention Yidan Fan Yongxin Yu Wenhuan Lu Yahong Han 25 20 0 28 Sep 2023
Reasonable Anomaly Detection in Long Sequences Yalong Jiang Changkang Li AI4TS 32 0 0 06 Sep 2023
VadCLIP: Adapting Vision-Language Models for Weakly Supervised Video Anomaly Detection Peng Wu Xu Zhou Guansong Pang Lingru Zhou Qingsen Yan P. Wang Yanning Zhang CLIP VLM 18 67 0 22 Aug 2023
TeD-SPAD: Temporal Distinctiveness for Self-supervised Privacy-preservation for video Anomaly Detection Joe Fioresi I. Dave M. Shah 34 18 0 21 Aug 2023
Learning Prompt-Enhanced Context Features for Weakly-Supervised Video Anomaly Detection Yujiang Pu Xiaoyu Wu Lulu Yang Shengjin Wang 27 32 0 26 Jun 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 26 20 0 21 Jun 2023
Learning on Graphs under Label Noise Jingyang Yuan Xiao Luo Yifang Qin Yusheng Zhao Wei Ju Ming Zhang NoLa 22 19 0 14 Jun 2023