Learning Sparse Latent Representations with the Deep Copula Information
Bottleneck

Learning Sparse Latent Representations with the Deep Copula Information Bottleneck

17 April 2018

Aleksander Wieczorek

Damian Murezzan

Papers citing "Learning Sparse Latent Representations with the Deep Copula Information Bottleneck"

18 / 18 papers shown

Title
Unsupervised Learning of Disentangled Representations from Video Emily L. Denton Vighnesh Birodkar DRL CoGe OOD 45 552 0 31 May 2017
Multi-Level Variational Autoencoder: Learning Disentangled Representations from Grouped Observations Diane Bouchacourt Ryota Tomioka Sebastian Nowozin BDL OOD DRL 34 310 0 24 May 2017
Regularizing Neural Networks by Penalizing Confident Output Distributions Gabriel Pereyra George Tucker J. Chorowski Lukasz Kaiser Geoffrey E. Hinton NoLa 85 1,133 0 23 Jan 2017
Deep Variational Information Bottleneck Alexander A. Alemi Ian S. Fischer Joshua V. Dillon Kevin Patrick Murphy 57 1,697 0 01 Dec 2016
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 242 19,560 0 21 Nov 2016
Learning the Number of Neurons in Deep Networks J. Álvarez Mathieu Salzmann 65 413 0 19 Nov 2016
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network C. Ledig Lucas Theis Ferenc Huszár Jose Caballero Andrew Cunningham ... Andrew P. Aitken Alykhan Tejani J. Totz Zehan Wang Wenzhe Shi GAN 202 10,646 0 15 Sep 2016
InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets Xi Chen Yan Duan Rein Houthooft John Schulman Ilya Sutskever Pieter Abbeel GAN 119 4,224 0 12 Jun 2016
Relevant sparse codes with variational information bottleneck M. Chalk O. Marre G. Tkačik 61 87 0 24 May 2016
Generative Adversarial Text to Image Synthesis Scott E. Reed Zeynep Akata Xinchen Yan Lajanugen Logeswaran Bernt Schiele Honglak Lee GAN 74 3,136 0 17 May 2016
Gaussian Copula Variational Autoencoders for Mixed Data Suwon Suh Seungjin Choi DRL 21 14 0 18 Apr 2016
Variational Gaussian Copula Inference Shaobo Han X. Liao David B. Dunson Lawrence Carin 43 56 0 19 Jun 2015
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 61 19,448 0 09 Mar 2015
Deep Learning and the Information Bottleneck Principle Naftali Tishby Noga Zaslavsky DRL 44 1,570 0 09 Mar 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 147 149,474 0 22 Dec 2014
FitNets: Hints for Thin Deep Nets Adriana Romero Nicolas Ballas Samira Ebrahimi Kahou Antoine Chassang C. Gatta Yoshua Bengio FedML 156 3,862 0 19 Dec 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 285 16,972 0 20 Dec 2013
Mutual information is copula entropy Jian Ma Zeng-qi Sun 93 153 0 06 Aug 2008

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.