Prototypical Residual Networks for Anomaly Detection and Localization

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Prototypical Residual Networks for Anomaly Detection and Localization

5 December 2022

Zuxuan Wu

Zhineng Chen

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Papers citing "Prototypical Residual Networks for Anomaly Detection and Localization"

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Title
Improving Unsupervised Defect Segmentation by Applying Structural Similarity to Autoencoders Paul Bergmann Sindy Löwe Michael Fauser David Sattlegger C. Steger 81 668 0 05 Jul 2018
GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training S. Akçay Amir Atapour-Abarghouei T. Breckon GAN 85 1,396 0 17 May 2018
Future Frame Prediction for Anomaly Detection -- A New Baseline Wen Liu Weixin Luo Dongze Lian Shenghua Gao 3DH 173 1,079 0 28 Dec 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 786 132,363 0 12 Jun 2017
Unsupervised Anomaly Detection with Generative Adversarial Networks to Guide Marker Discovery T. Schlegl Philipp Seeböck S. Waldstein U. Schmidt-Erfurth Georg Langs MedIm GAN 111 2,233 0 17 Mar 2017
Identifying and Categorizing Anomalies in Retinal Imaging Data Philipp Seeböck S. Waldstein S. Klimscha Bianca S. Gerendas R. Donner T. Schlegl U. Schmidt-Erfurth Georg Langs MedIm 72 53 0 02 Dec 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,426 0 10 Dec 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.9K 77,378 0 18 May 2015
Fast R-CNN Ross B. Girshick ObjD 309 25,081 0 30 Apr 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.0K 150,312 0 22 Dec 2014
Toward Supervised Anomaly Detection Nico Görnitz Marius Kloft Konrad Rieck Ulf Brefeld AAML 73 387 0 23 Jan 2014
Describing Textures in the Wild Mircea Cimpoi Subhransu Maji Iasonas Kokkinos S. Mohamed Andrea Vedaldi 3DV 146 2,689 0 14 Nov 2013