Probabilistic Outlier Detection and Generation

Probabilistic Outlier Detection and Generation

22 December 2020

Papers citing "Probabilistic Outlier Detection and Generation"

14 / 14 papers shown

Title
Deep Anomaly Detection with Deviation Networks Guansong Pang Chunhua Shen Anton Van Den Hengel 50 353 0 19 Nov 2019
A Survey on GANs for Anomaly Detection Federico Di Mattia P. Galeone M. D. Simoni Emanuele Ghelfi 58 124 0 27 Jun 2019
Robust Variational Autoencoder H. Akrami Anand A. Joshi Jian Li Sergul Aydore Richard M. Leahy DRL 49 21 0 23 May 2019
Learning Competitive and Discriminative Reconstructions for Anomaly Detection Kai Tian Shuigeng Zhou Jianping Fan Jihong Guan UQCV 32 23 0 17 Mar 2019
Deep Learning for Anomaly Detection: A Survey Raghavendra Chalapathy Sanjay Chawla AI4TS 110 1,486 0 10 Jan 2019
Adversarially Learned Anomaly Detection Houssam Zenati Manon Romain Chuan-Sheng Foo Bruno Lecouat V. Chandrasekhar GAN 49 402 0 06 Dec 2018
Sinkhorn AutoEncoders Giorgio Patrini Rianne van den Berg Patrick Forré M. Carioni Samarth Bhargav Max Welling Tim Genewein Frank Nielsen DiffM 27 89 0 02 Oct 2018
Flow-based Network Traffic Generation using Generative Adversarial Networks Markus Ring Daniel Schlor Dieter Landes Andreas Hotho 48 170 0 27 Sep 2018
Efficient GAN-Based Anomaly Detection Houssam Zenati Chuan-Sheng Foo Bruno Lecouat Gaurav Manek V. Chandrasekhar 32 560 0 17 Feb 2018
Wasserstein Auto-Encoders Ilya O. Tolstikhin Olivier Bousquet Sylvain Gelly B. Schölkopf DRL 104 1,049 0 05 Nov 2017
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms Han Xiao Kashif Rasul Roland Vollgraf 170 8,807 0 25 Aug 2017
Robust, Deep and Inductive Anomaly Detection Raghavendra Chalapathy A. Menon Sanjay Chawla 57 161 0 22 Apr 2017
Positive-Unlabeled Learning with Non-Negative Risk Estimator Ryuichi Kiryo Gang Niu M. C. D. Plessis Masashi Sugiyama 60 471 0 02 Mar 2017
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks Alec Radford Luke Metz Soumith Chintala GAN OOD 232 13,968 0 19 Nov 2015