A Unifying Review of Deep and Shallow Anomaly Detection

24 September 2020

Lukas Ruff

Jacob R. Kauffmann

Robert A. Vandermeulen

Papers citing "A Unifying Review of Deep and Shallow Anomaly Detection"

26 / 226 papers shown

Title
On Anomaly Ranking and Excess-Mass Curves Nicolas Goix Anne Sabourin Stephan Clémençon 30 13 0 05 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.5K 149,842 0 22 Dec 2014
Explaining and Harnessing Adversarial Examples Ian Goodfellow Jonathon Shlens Christian Szegedy AAML GAN 241 19,017 0 20 Dec 2014
Deep Speech: Scaling up end-to-end speech recognition Awni Y. Hannun Carl Case Jared Casper Bryan Catanzaro G. Diamos ... R. Prenger S. Satheesh Shubho Sengupta Adam Coates A. Ng 176 2,124 0 17 Dec 2014
Conditional Generative Adversarial Nets M. Berk Mirza Simon Osindero GAN SyDa AI4CE 248 10,394 0 06 Nov 2014
NICE: Non-linear Independent Components Estimation Laurent Dinh David M. Krueger Yoshua Bengio DRL BDL 121 2,257 0 30 Oct 2014
GLAD: Group Anomaly Detection in Social Media Analysis- Extended Abstract Qi Rose Yu Xinran He Yan Liu 62 134 0 07 Oct 2014
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 411 43,589 0 17 Sep 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.5K 100,213 0 04 Sep 2014
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.5K 39,472 0 01 Sep 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 917 23,310 0 03 Jun 2014
Deep Learning in Neural Networks: An Overview Jürgen Schmidhuber HAI 230 16,336 0 30 Apr 2014
Graph-based Anomaly Detection and Description: A Survey Leman Akoglu Hanghang Tong Danai Koutra OOD AI4TS 86 1,394 0 18 Apr 2014
Toward Supervised Anomaly Detection Nico Görnitz Marius Kloft Konrad Rieck Ulf Brefeld AAML 55 387 0 23 Jan 2014
Intriguing properties of neural networks Christian Szegedy Wojciech Zaremba Ilya Sutskever Joan Bruna D. Erhan Ian Goodfellow Rob Fergus AAML 247 14,893 1 21 Dec 2013
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 424 16,944 0 20 Dec 2013
k-Sparse Autoencoders Alireza Makhzani Brendan J. Frey 89 451 0 19 Dec 2013
One-Class Classification: Taxonomy of Study and Review of Techniques Shehroz S. Khan Michael G. Madden 78 567 0 30 Nov 2013
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 363 33,500 0 16 Oct 2013
Speech Recognition with Deep Recurrent Neural Networks Alex Graves Abdel-rahman Mohamed Geoffrey E. Hinton 204 8,507 0 22 Mar 2013
One-Class Support Measure Machines for Group Anomaly Detection Krikamol Muandet Bernhard Schölkopf 69 80 0 01 Mar 2013
Representation Learning: A Review and New Perspectives Yoshua Bengio Aaron Courville Pascal Vincent OOD SSL 237 12,422 0 24 Jun 2012
Robust Kernel Density Estimation JooSeuk Kim Clayton D. Scott OOD 67 390 0 15 Jul 2011
Security Analysis of Online Centroid Anomaly Detection Marius Kloft Pavel Laskov 95 97 0 27 Feb 2010
How to Explain Individual Classification Decisions D. Baehrens T. Schroeter Stefan Harmeling M. Kawanabe K. Hansen K. Müller FAtt 126 1,102 0 06 Dec 2009
Anomaly Detection with Score functions based on Nearest Neighbor Graphs Manqi Zhao Venkatesh Saligrama 75 116 0 28 Oct 2009