Learning Memory-guided Normality for Anomaly Detection

30 March 2020

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

34 / 234 papers shown

Title
Unsupervised Outlier Detection using Memory and Contrastive Learning Ning Huyan Dou Quan Xiangrong Zhang Xuefeng Liang Jocelyn Chanussot L. Jiao 91 23 0 27 Jul 2021
Generalized One-Class Learning Using Pairs of Complementary Classifiers A. Cherian Jue Wang VLM 28 1 0 24 Jun 2021
OadTR: Online Action Detection with Transformers Xiang Wang Shiwei Zhang Zhiwu Qing Yuanjie Shao Zhe Zuo Changxin Gao Nong Sang OffRL ViT 100 117 0 21 Jun 2021
X-MAN: Explaining multiple sources of anomalies in video Stanislaw Szymanowicz James Charles R. Cipolla AAML AI4TS 70 18 0 16 Jun 2021
FastAno: Fast Anomaly Detection via Spatio-temporal Patch Transformation Chaewon Park Myeongah Cho Minhyeok Lee Sangyoun Lee 68 31 0 16 Jun 2021
Anomaly Detection in Video Sequences: A Benchmark and Computational Model Boyang Wan Wenhui Jiang Yuming Fang Zhiyuan Luo Guanqun Ding AI4TS 59 48 0 16 Jun 2021
Importance Weighted Adversarial Discriminative Transfer for Anomaly Detection Cangning Fan Fangyi Zhang Peng Liu Xiuyu Sun Hao Li Ting Xiao Wei Zhao Xianglong Tang 31 2 0 14 May 2021
Video Anomaly Detection By The Duality Of Normality-Granted Optical Flow Hongyong Wang Xinjian Zhang Su Yang Weishan Zhang 3DH 48 7 0 10 May 2021
Anomaly Detection with Prototype-Guided Discriminative Latent Embeddings Yuandu Lai Yahong Han Yaowei Wang DRL 19 13 0 30 Apr 2021
Discriminative-Generative Dual Memory Video Anomaly Detection Xin Guo Zhongming Jin Chong Chen Helei Nie Jianqiang Huang Deng Cai Xiaofei He Xiansheng Hua 55 5 0 29 Apr 2021
Aerial Scene Understanding in The Wild: Multi-Scene Recognition via Prototype-based Memory Networks Yuansheng Hua Lichao Mou Jianzhe Lin Konrad Heidler Xiaoxiang Zhu 134 19 0 22 Apr 2021
An Efficient Approach for Anomaly Detection in Traffic Videos Keval Doshi Yasin Yılmaz 73 14 0 20 Apr 2021
Learning Normal Dynamics in Videos with Meta Prototype Network Hui Lv Chong Chen Zhen Cui Chunyan Xu Yong Li Jian Yang 103 146 0 14 Apr 2021
Memory-guided Unsupervised Image-to-image Translation Somi Jeong Youngjung Kim Eungbean Lee Kwanghoon Sohn VLM 54 43 0 12 Apr 2021
Video Prediction Recalling Long-term Motion Context via Memory Alignment Learning Sangmin Lee Hak Gu Kim Dae Hwi Choi Hyungil Kim Yong Man Ro 81 103 0 02 Apr 2021
HVPR: Hybrid Voxel-Point Representation for Single-stage 3D Object Detection Jongyoun Noh Sanghoon Lee Bumsub Ham 3DPC 92 129 0 02 Apr 2021
OLED: One-Class Learned Encoder-Decoder Network with Adversarial Context Masking for Novelty Detection John Taylor Jewell Vahid Reza Khazaie Y. Mohsenzadeh 56 28 0 27 Mar 2021
A Modular and Unified Framework for Detecting and Localizing Video Anomalies Keval Doshi Yasin Yılmaz 79 18 0 21 Mar 2021
Ano-Graph: Learning Normal Scene Contextual Graphs to Detect Video Anomalies M. PourReza Mohammadreza Salehi Mohammad Sabokrou 135 13 0 18 Mar 2021
MeGA-CDA: Memory Guided Attention for Category-Aware Unsupervised Domain Adaptive Object Detection VS Vibashan Vikram Gupta Poojan Oza Vishwanath A. Sindagi Vishal M. Patel 53 187 0 07 Mar 2021
Image/Video Deep Anomaly Detection: A Survey Bahram Mohammadi M. Fathy Mohammad Sabokrou 54 36 0 02 Mar 2021
Fool Me Once: Robust Selective Segmentation via Out-of-Distribution Detection with Contrastive Learning David S. W. Williams Matthew Gadd D. Martini Paul Newman OODD 57 13 0 01 Mar 2021
Re Learning Memory Guided Normality for Anomaly Detection Kevin Stephen Varun G. Menon 16 3 0 29 Jan 2021
Weakly-supervised Video Anomaly Detection with Robust Temporal Feature Magnitude Learning Yu Tian Guansong Pang Yuanhong Chen Rajvinder Singh Johan Verjans G. Carneiro AI4TS 107 313 0 25 Jan 2021
Improving unsupervised anomaly localization by applying multi-scale memories to autoencoders Yifei Yang Shibing Xiang Ruixiang Zhang 50 9 0 21 Dec 2020
MOCCA: Multi-Layer One-Class ClassificAtion for Anomaly Detection F. V. Massoli Fabrizio Falchi Alperen Kantarci cSeymanur Akti H. K. Ekenel Giuseppe Amato 92 62 0 09 Dec 2020
Video Anomaly Detection by Estimating Likelihood of Representations Yuqi Ouyang Victor Sanchez 58 17 0 02 Dec 2020
Anomaly Detection in Video via Self-Supervised and Multi-Task Learning Mariana-Iuliana Georgescu Antonio Bărbălău Radu Tudor Ionescu Fahad Shahbaz Khan Marius Popescu M. Shah SSL 93 258 0 15 Nov 2020
Decoupled Appearance and Motion Learning for Efficient Anomaly Detection in Surveillance Video Bo Li Sam Leroux Pieter Simoens 68 35 0 10 Nov 2020
Unsupervised Video Anomaly Detection via Normalizing Flows with Implicit Latent Features Myeongah Cho Taeoh Kim Woojin Kim Suhwan Cho Sangyoun Lee 96 95 0 15 Oct 2020
A Background-Agnostic Framework with Adversarial Training for Abnormal Event Detection in Video Mariana-Iuliana Georgescu Radu Tudor Ionescu Fahad Shahbaz Khan Marius Popescu M. Shah 110 162 0 27 Aug 2020
Localizing Anomalies from Weakly-Labeled Videos Hui Lv Chuanwei Zhou Chunyan Xu Zhen Cui Jian Yang 90 121 0 20 Aug 2020
A Survey of Single-Scene Video Anomaly Detection B. Ramachandra Michael J. Jones Ranga Raju Vatsavai AI4TS 88 180 0 13 Apr 2020
Deep Weakly-supervised Anomaly Detection Guansong Pang Chunhua Shen Huidong Jin Anton van den Hengel 89 94 0 30 Oct 2019