Learning Memory-guided Normality for Anomaly Detection

30 March 2020

Papers citing "Learning Memory-guided Normality for Anomaly Detection"

50 / 234 papers shown

Title
Hierarchical Gaussian Mixture Normalizing Flow Modeling for Unified Anomaly Detection Xincheng Yao Ruoqing Li Zefeng Qian Lu Wang Chongyang Zhang 62 13 0 20 Mar 2024
Spatial-temporal Memories Enhanced Graph Autoencoder for Anomaly Detection in Dynamic Graphs Jie Liu Xuequn Shang Xiaolin Han Kai Zheng Hongzhi Yin 82 1 0 14 Mar 2024
Exploiting Structural Consistency of Chest Anatomy for Unsupervised Anomaly Detection in Radiography Images Tiange Xiang Yixiao Zhang Yongyi Lu Alan Yuille Chaoyi Zhang Weidong Cai Zongwei Zhou 87 3 0 13 Mar 2024
Toward Generalist Anomaly Detection via In-context Residual Learning with Few-shot Sample Prompts Jiawen Zhu Guansong Pang VLM 99 40 0 11 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
A SAM-guided Two-stream Lightweight Model for Anomaly Detection Chenghao Li Lei Qi Xin Geng 110 8 0 29 Feb 2024
Continuous Memory Representation for Anomaly Detection J. Lee Taejune Kim Eunbyung Park Simon S. Woo Jong Hwan Ko 68 9 0 28 Feb 2024
Structural Teacher-Student Normality Learning for Multi-Class Anomaly Detection and Localization Hanqiu Deng Xingyu Li 70 3 0 27 Feb 2024
Multiple Instance Learning for Cheating Detection and Localization in Online Examinations Yemeng Liu Jing Ren Jianshuo Xu Xiaomei Bai Roopdeep Kaur Xiwei Xu 50 8 0 09 Feb 2024
Advancing Video Anomaly Detection: A Concise Review and a New Dataset Liyun Zhu Lei Wang Arjun Raj Tom Gedeon Chen Chen 104 22 0 07 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 77 1 0 24 Jan 2024
Invariant Anomaly Detection under Distribution Shifts: A Causal Perspective João B. S. Carvalho Mengtao Zhang Robin Geyer C. Jiménez J. M. Buhmann 65 6 0 21 Dec 2023
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 72 0 0 07 Dec 2023
MEMTO: Memory-guided Transformer for Multivariate Time Series Anomaly Detection Junho Song Keonwoo Kim Jeonglyul Oh Sungzoon Cho AI4TS 82 34 0 05 Dec 2023
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 50 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 91 3 0 27 Nov 2023
BatchNorm-based Weakly Supervised Video Anomaly Detection Yixuan Zhou Yi Qu Xing Xu Fumin Shen Jingkuan Song Hengtao Shen 87 20 0 26 Nov 2023
Learning Multi-Pattern Normalities in the Frequency Domain for Efficient Time Series Anomaly Detection Feiyi Chen Yingying Zhang Zhen Qin Lunting Fan Renhe Jiang Yuxuan Liang Qingsong Wen Shuiguang Deng AI4TS 101 5 0 26 Nov 2023
Open-Set Graph Anomaly Detection via Normal Structure Regularisation Qizhou Wang Guansong Pang Mahsa Salehi Wray Buntine Christopher Leckie 86 3 0 12 Nov 2023
Hierarchical Vector Quantized Transformer for Multi-class Unsupervised Anomaly Detection Ruiying Lu YuJie Wu Long Tian Dongsheng Wang Bo Chen Xiyang Liu Ruimin Hu 109 43 0 22 Oct 2023
Anomaly Heterogeneity Learning for Open-set Supervised Anomaly Detection Jiawen Zhu Choubo Ding Yu Tian Guansong Pang 103 15 0 19 Oct 2023
Malicious Agent Detection for Robust Multi-Agent Collaborative Perception Yangheng Zhao Zhen Xiang Sheng Yin Xianghe Pang Siheng Chen Yanfeng Wang AAML 91 6 0 18 Oct 2023
Delving into CLIP latent space for Video Anomaly Recognition Luca Zanella Benedetta Liberatori Willi Menapace Fabio Poiesi Yiming Wang Elisa Ricci 69 27 0 04 Oct 2023
A Prototype-Based Neural Network for Image Anomaly Detection and Localization Chao Huang Zhao Kang Hong Wu 54 3 0 04 Oct 2023
Beyond the Benchmark: Detecting Diverse Anomalies in Videos Yoav Arad Michael Werman 46 2 0 03 Oct 2023
Human Kinematics-inspired Skeleton-based Video Anomaly Detection Jian Xiao Tianyuan Liu Genlin Ji 3DH 46 2 0 27 Sep 2023
Conditioning Latent-Space Clusters for Real-World Anomaly Classification Daniel Bogdoll Svetlana Pavlitska Simon Klaus J. Marius Zöllner DRL 78 1 0 18 Sep 2023
Reasonable Anomaly Detection in Long Sequences Yalong Jiang Changkang Li AI4TS 83 0 0 06 Sep 2023
Prior Knowledge Guided Network for Video Anomaly Detection Zhewen Deng Dongyue Chen Shizhuo Deng 29 0 0 04 Sep 2023
Memory augment is All You Need for image restoration Xiao Feng Zhang Chao Chen Gu Shan Ying Zhu SupR 105 8 0 04 Sep 2023
Black-box Unsupervised Domain Adaptation with Bi-directional Atkinson-Shiffrin Memory Jingyi Zhang Jiaxing Huang Xue-Qiu Jiang Shijian Lu 98 15 0 25 Aug 2023
REB: Reducing Biases in Representation for Industrial Anomaly Detection Shuai Lyu Dongmei Mo W. Wong 85 18 0 24 Aug 2023
TeD-SPAD: Temporal Distinctiveness for Self-supervised Privacy-preservation for video Anomaly Detection Joe Fioresi I. Dave M. Shah 75 18 0 21 Aug 2023
Future Video Prediction from a Single Frame for Video Anomaly Detection M. Baradaran R. Bergevin 60 3 0 15 Aug 2023
Exploring the Potential of World Models for Anomaly Detection in Autonomous Driving Daniel Bogdoll Lukas Bosch Tim Joseph Helen Gremmelmaier Yitian Yang J. Marius Zöllner 69 5 0 10 Aug 2023
Focus the Discrepancy: Intra- and Inter-Correlation Learning for Image Anomaly Detection Xincheng Yao Ruoqing Li Zefeng Qian Yan Luo Chongyang Zhang 87 26 0 06 Aug 2023
Patch-wise Auto-Encoder for Visual Anomaly Detection Yajie Cui Zhaoxiang Liu Kai Wang UQCV ViT 40 0 0 01 Aug 2023
A Memory-Augmented Multi-Task Collaborative Framework for Unsupervised Traffic Accident Detection in Driving Videos Rongqin Liang Yuanman Li Yingxin Yi Jiantao Zhou Xia Li 64 2 0 27 Jul 2023
Towards Video Anomaly Retrieval from Video Anomaly Detection: New Benchmarks and Model Peng Wu Jing Liu Xiangteng He Yuxin Peng Peng Wang Yanning Zhang 124 34 0 24 Jul 2023
Contextual Affinity Distillation for Image Anomaly Detection Jie Zhang Masanori Suganuma Takayuki Okatani 92 16 0 06 Jul 2023
Graph-level Anomaly Detection via Hierarchical Memory Networks Chaoxi Niu Guansong Pang Ling-Hao Chen 105 17 0 03 Jul 2023
Learning Prompt-Enhanced Context Features for Weakly-Supervised Video Anomaly Detection Yujiang Pu Xiaoyu Wu Lulu Yang Shengjin Wang 104 45 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 Fahad Shahbaz Khan M. Shah ViT 113 23 0 21 Jun 2023
BMAD: Benchmarks for Medical Anomaly Detection Jinan Bao Hanshi Sun Hanqiu Deng Yinsheng He Zhaoxiang Zhang Xingyu Li MedIm 94 32 0 20 Jun 2023
Exploring the Relationship between Samples and Masks for Robust Defect Localization Jiangke Lin Yaping Yan 93 0 0 19 Jun 2023
SaliencyCut: Augmenting Plausible Anomalies for Anomaly Detection Jianan Ye Yijie Hu Xi Yang Qiufeng Wang Chao Huang Kaizhu Huang 75 5 0 14 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
Exploring Diffusion Models for Unsupervised Video Anomaly Detection Anil Osman Tur Nicola Dall’Asen Cigdem Beyan Elisa Ricci DiffM VGen 104 37 0 12 Apr 2023
Video Event Restoration Based on Keyframes for Video Anomaly Detection Zhiwei Yang Jing Liu Zhaoyang Wu Peng Wu Xiaotao Liu VGen 87 71 0 11 Apr 2023
Toward Unsupervised 3D Point Cloud Anomaly Detection using Variational Autoencoder Mana Masuda Ryo Hachiuma Ryoske Fujii Hideo Saito Yusuke Sekikawa 3DPC DRL 49 23 0 07 Apr 2023