Group Anomaly Detection using Deep Generative Models

13 April 2018

Papers citing "Group Anomaly Detection using Deep Generative Models"

17 / 17 papers shown

Title
Unsupervised Anomaly Detection via Variational Auto-Encoder for Seasonal KPIs in Web Applications Haowen Xu Wenxiao Chen Nengwen Zhao Zeyan Li Jiahao Bu ... Dan Pei Yang Feng Jie Chen Zhaogang Wang Honglin Qiao MLAU 63 812 0 12 Feb 2018
Learning Deep Features for One-Class Classification Pramuditha Perera Vishal M. Patel 111 370 0 16 Jan 2018
Real-world Anomaly Detection in Surveillance Videos Waqas Sultani Chen Chen M. Shah AI4TS 148 1,477 0 12 Jan 2018
An overview of deep learning based methods for unsupervised and semi-supervised anomaly detection in videos Dilip Ravi Kiran Mathew Thomas Ranjith Parakkal 64 448 0 09 Jan 2018
Unsupervised Anomaly Detection with Generative Adversarial Networks to Guide Marker Discovery T. Schlegl Philipp Seeböck S. Waldstein U. Schmidt-Erfurth Georg Langs MedIm GAN 77 2,225 0 17 Mar 2017
Tutorial on Variational Autoencoders Carl Doersch BDL DRL 94 1,741 0 19 Jun 2016
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems Martín Abadi Ashish Agarwal P. Barham E. Brevdo Zhiwen Chen ... Pete Warden Martin Wattenberg Martin Wicke Yuan Yu Xiaoqiang Zheng 235 11,145 0 14 Mar 2016
A Survey on Social Media Anomaly Detection Rose Yu Huida Qiu Zhen Wen Ching-Yung Lin Yan Liu 30 102 0 06 Jan 2016
ATD: Anomalous Topic Discovery in High Dimensional Discrete Data Hossein Soleimani David J. Miller 39 29 0 20 Dec 2015
Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs) Djork-Arné Clevert Thomas Unterthiner Sepp Hochreiter 271 5,518 0 23 Nov 2015
Adversarial Autoencoders Alireza Makhzani Jonathon Shlens Navdeep Jaitly Ian Goodfellow Brendan J. Frey GAN 84 2,226 0 18 Nov 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 415 43,234 0 11 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.4K 149,842 0 22 Dec 2014
GLAD: Group Anomaly Detection in Social Media Analysis- Extended Abstract Qi Rose Yu Xinran He Yan Liu 56 134 0 07 Oct 2014
Randomized Nonlinear Component Analysis David Lopez-Paz S. Sra Alex Smola Zoubin Ghahramani Bernhard Schölkopf 106 176 0 01 Feb 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 412 16,947 0 20 Dec 2013
One-Class Support Measure Machines for Group Anomaly Detection Krikamol Muandet Bernhard Schölkopf 69 80 0 01 Mar 2013