v1v2 (latest)

Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection

4 April 2019

Lingqiao Liu

Papers citing "Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection"

50 / 236 papers shown

Title
New Perspective on Progressive GANs Distillation for One-class Novelty Detection Zhiwei Zhang Yu Dong Hanyu Peng Shifeng Chen 64 0 0 15 Sep 2021
Anomaly Detection in Medical Imaging -- A Mini Review M. Tschuchnig M. Gadermayr 64 84 0 25 Aug 2021
Adversarially Robust One-class Novelty Detection Shao-Yuan Lo Poojan Oza Vishal M. Patel AAML 69 32 0 25 Aug 2021
Normal Learning in Videos with Attention Prototype Network Chao Hu Fan Wu Weijie Wu Weibin Qiu Shengxin Lai 50 1 0 25 Aug 2021
Video-based Person Re-identification with Spatial and Temporal Memory Networks Chanho Eom Geon Lee Junghyup Lee Bumsub Ham 80 76 0 20 Aug 2021
A Hybrid Video Anomaly Detection Framework via Memory-Augmented Flow Reconstruction and Flow-Guided Frame Prediction Zhian Liu Yongwei Nie Chengjiang Long Qing Zhang Guiqing Li 178 234 0 16 Aug 2021
CPNet: Cross-Parallel Network for Efficient Anomaly Detection Youngsaeng Jin Jonghwan Hong D. Han Hanseok Ko 25 5 0 10 Aug 2021
Transfer Learning Gaussian Anomaly Detection by Fine-tuning Representations Oliver Rippel Arnav Chavan Chucai Lei Dorit Merhof 104 19 0 09 Aug 2021
Deep Anomaly Discovery From Unlabeled Videos via Normality Advantage and Self-Paced Refinement Guang Yu Siqi Wang Zhiping Cai Xinwang Liu Chuanfu Xu Cheng-Feng Wu 131 33 0 04 Aug 2021
Convolutional Transformer based Dual Discriminator Generative Adversarial Networks for Video Anomaly Detection Xinyang Feng Dongjin Song Yuncong Chen Zhengzhang Chen Jingchao Ni Haifeng Chen ViT 85 75 0 29 Jul 2021
Divide-and-Assemble: Learning Block-wise Memory for Unsupervised Anomaly Detection Jinlei Hou Yingying Zhang Qiaoyong Zhong Di Xie Shiliang Pu Hong Zhou 86 144 0 28 Jul 2021
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
Unsupervised Deep Anomaly Detection for Multi-Sensor Time-Series Signals Yu-xin Zhang Yiqiang Chen Jindong Wang Zhiwen Pan AI4TS 97 195 0 27 Jul 2021
Boundary of Distribution Support Generator (BDSG): Sample Generation on the Boundary Nikolaos Dionelis Mehrdad Yaghoobi Sotirios A. Tsaftaris 78 12 0 21 Jul 2021
Anomaly Detection via Self-organizing Map Ning Li Kaitao Jiang Zhiheng Ma Xing Wei Xiaopeng Hong Yihong Gong 85 34 0 21 Jul 2021
Innovations Autoencoder and its Application in One-class Anomalous Sequence Detection Xinyi Wang Lang Tong BDL AI4TS 48 12 0 23 Jun 2021
FastAno: Fast Anomaly Detection via Spatio-temporal Patch Transformation Chaewon Park Myeongah Cho Minhyeok Lee Sangyoun Lee 71 31 0 16 Jun 2021
Towards Total Recall in Industrial Anomaly Detection Karsten Roth Latha Pemula J. Zepeda Bernhard Schölkopf Thomas Brox Peter V. Gehler UQCV 98 933 0 15 Jun 2021
DASVDD: Deep Autoencoding Support Vector Data Descriptor for Anomaly Detection H. Hojjati Narges Armanfard 64 37 0 09 Jun 2021
Dual-Modality Vehicle Anomaly Detection via Bilateral Trajectory Tracing Jingyuan Chen Guanchen Ding Yuchen Yang Wen-hui Han Kangming Xu Tianyi Gao Zhe Zhang W. Ouyang Hao Cai Zhenzhong Chen 61 19 0 09 Jun 2021
MemStream: Memory-Based Streaming Anomaly Detection Siddharth Bhatia Arjit Jain Shivin Srivastava Kenji Kawaguchi Bryan Hooi AI4TS 76 18 0 07 Jun 2021
Unsupervised Action Segmentation by Joint Representation Learning and Online Clustering Sateesh Kumar S. Haresh Awais Ahmed Andrey Konin M. Zia Quoc-Huy Tran SSL 106 48 0 27 May 2021
Feature Encoding with AutoEncoders for Weakly-supervised Anomaly Detection Yingjie Zhou Xuchen Song Yanru Zhang Fanxing Liu Ce Zhu Lingqiao Liu UQCV 111 104 0 22 May 2021
Exemplar-Based Open-Set Panoptic Segmentation Network Jaedong Hwang Seoung Wug Oh Joon-Young Lee Bohyung Han VLM 131 51 0 18 May 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
Autoencoding Under Normalization Constraints Sangwoong Yoon Yung-Kyun Noh Frank C. Park OODD UQCV 84 39 0 12 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
Self-Supervised Adversarial Example Detection by Disentangled Representation Zhaoxi Zhang L. Zhang Xufei Zheng Jinyu Tian Jiantao Zhou AAML DRL 65 9 0 08 May 2021
Anomaly Detection with Prototype-Guided Discriminative Latent Embeddings Yuandu Lai Yahong Han Yaowei Wang DRL 19 13 0 30 Apr 2021
Inpainting Transformer for Anomaly Detection Jonathan Pirnay K. Chai ViT 205 169 0 28 Apr 2021
An Efficient Approach for Anomaly Detection in Traffic Videos Keval Doshi Yasin Yılmaz 73 14 0 20 Apr 2021
Autoencoders for unsupervised anomaly detection in high energy physics Thorben Finke Michael Krämer A. Morandini A. Mück I. Oleksiyuk 94 84 0 19 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
OpenGAN: Open-Set Recognition via Open Data Generation Shu Kong Deva Ramanan 93 219 0 07 Apr 2021
MIST: Multiple Instance Self-Training Framework for Video Anomaly Detection Jianfeng Feng Fa-Ting Hong Weishi Zheng 110 250 0 04 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
Unsupervised Two-Stage Anomaly Detection Yunfei Liu Chaoqun Zhuang Feng Lu 104 30 0 22 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
Constrained Contrastive Distribution Learning for Unsupervised Anomaly Detection and Localisation in Medical Images Yu Tian Guansong Pang Fengbei Liu Yuanhong Chen Seon Ho Shin Johan Verjans Rajvinder Singh G. Carneiro 94 70 0 05 Mar 2021
Corner Cases for Visual Perception in Automated Driving: Some Guidance on Detection Approaches Jasmin Breitenstein Jan-Aike Termöhlen Daniel Lipinski Tim Fingscheidt AAML 139 35 0 11 Feb 2021
RECol: Reconstruction Error Columns for Outlier Detection Jörn Hees Dayananda Herurkar Mario Meier 29 4 0 04 Feb 2021
Deep One-Class Classification via Interpolated Gaussian Descriptor Yuanhong Chen Yu Tian Guansong Pang G. Carneiro VLM 156 100 0 25 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
TrustMAE: A Noise-Resilient Defect Classification Framework using Memory-Augmented Auto-Encoders with Trust Regions Daniel Stanley Tan Yi-Chun Chen Trista Pei-chun Chen Wei-Chao Chen UQCV 78 57 0 29 Dec 2020
Improving unsupervised anomaly localization by applying multi-scale memories to autoencoders Yifei Yang Shibing Xiang Ruixiang Zhang 50 9 0 21 Dec 2020
DFR: Deep Feature Reconstruction for Unsupervised Anomaly Segmentation Jie Yang Yong Shi Zhiquan Qi UQCV 155 121 0 13 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
ESAD: End-to-end Deep Semi-supervised Anomaly Detection Chaoqin Huang Fei Ye Peisen Zhao Ya Zhang Yanfeng Wang Qi Tian 59 12 0 09 Dec 2020