Coupled IGMM-GANs for deep multimodal anomaly detection in human mobility data

8 September 2018

Papers citing "Coupled IGMM-GANs for deep multimodal anomaly detection in human mobility data"

9 / 9 papers shown

Title
GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training S. Akçay Amir Atapour-Abarghouei T. Breckon GAN 73 1,387 0 17 May 2018
Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks Agrim Gupta Justin Johnson Li Fei-Fei Silvio Savarese Alexandre Alahi GAN 163 1,905 0 29 Mar 2018
Synthesizing realistic neural population activity patterns using Generative Adversarial Networks Manuel Molano-Mazón A. Onken Eugenio Piasini S. Panzeri GAN 39 100 0 01 Mar 2018
Efficient GAN-Based Anomaly Detection Houssam Zenati Chuan-Sheng Foo Bruno Lecouat Gaurav Manek V. Chandrasekhar 45 562 0 17 Feb 2018
Generalization of Deep Neural Networks for Chest Pathology Classification in X-Rays Using Generative Adversarial Networks Hojjat Salehinejad S. Valaee T. Dowdell E. Colak Joseph Barfett MedIm AI4CE GAN 47 90 0 08 Nov 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 92 2,225 0 17 Mar 2017
SenseGen: A Deep Learning Architecture for Synthetic Sensor Data Generation M. Alzantot Supriyo Chakraborty Mani B. Srivastava 58 127 0 31 Jan 2017
Asynchrony begets Momentum, with an Application to Deep Learning Jeff Donahue Philipp Krahenbuhl Stefan Hadjis Christopher Ré 89 141 0 31 May 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.5K 149,842 0 22 Dec 2014