Weakly Supervised Anomaly Detection: A Survey

Weakly Supervised Anomaly Detection: A Survey

9 February 2023

Philip S. Yu

Papers citing "Weakly Supervised Anomaly Detection: A Survey"

16 / 16 papers shown

Title
Identifying Spatio-Temporal Drivers of Extreme Events Mohamad Hakam Shams Eddin Juergen Gall AI4TS 48 0 0 31 Oct 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
Graph Anomaly Detection with Noisy Labels by Reinforcement Learning Zhu Wang Shuang Zhou Junnan Dong Chang Yang Xiao Huang Shengjie Zhao 37 1 0 08 Jul 2024
Weakly-supervised anomaly detection for multimodal data distributions Xu Tan Junqi Chen Sylwan Rahardja Jiawei Yang Susanto Rahardja 31 1 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 40 2 0 29 May 2024
Weakly Supervised Anomaly Detection via Knowledge-Data Alignment Haihong Zhao Chenyi Zi Yang Liu Chen Zhang Yan Zhou Jia Li 36 7 0 06 Feb 2024
TreeMIL: A Multi-instance Learning Framework for Time Series Anomaly Detection with Inexact Supervision Chen Liu Shibo He Haoyu Liu Shizhong Li AI4TS 32 4 0 20 Jan 2024
Open-Set Graph Anomaly Detection via Normal Structure Regularisation Qizhou Wang Guansong Pang Mahsa Salehi Wray L. Buntine Christopher Leckie 36 3 0 12 Nov 2023
ADGym: Design Choices for Deep Anomaly Detection Minqi Jiang Chaochuan Hou Ao Zheng Songqiao Han Hailiang Huang Qingsong Wen Xiyang Hu Yue Zhao 21 14 0 27 Sep 2023
Vision-Based Traffic Accident Detection and Anticipation: A Survey Jianwu Fang Jiahuan Qiao Jianru Xue Zhengguo Li 18 25 0 30 Aug 2023
RoSAS: Deep Semi-Supervised Anomaly Detection with Contamination-Resilient Continuous Supervision Hongzuo Xu Yijie Wang Guansong Pang Songlei Jian Ninghui Liu Yongjun Wang 18 25 0 25 Jul 2023
GADBench: Revisiting and Benchmarking Supervised Graph Anomaly Detection Jianheng Tang Fengrui Hua Zi-Chao Gao P. Zhao Jia Li 25 55 0 21 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 36 2 0 30 May 2023
Data-centric Artificial Intelligence: A Survey Daochen Zha Zaid Pervaiz Bhat Kwei-Herng Lai Fan Yang Zhimeng Jiang Shaochen Zhong Xia Hu 18 191 0 17 Mar 2023
Feature Encoding with AutoEncoders for Weakly-supervised Anomaly Detection Yingjie Zhou Xuchen Song Yanru Zhang Fanxing Liu Ce Zhu Lingqiao Liu UQCV 22 102 0 22 May 2021
Deep Weakly-supervised Anomaly Detection Guansong Pang Chunhua Shen Huidong Jin Anton van den Hengel 25 90 0 30 Oct 2019