InfoVAE: Information Maximizing Variational Autoencoders

InfoVAE: Information Maximizing Variational Autoencoders

7 June 2017

Papers citing "InfoVAE: Information Maximizing Variational Autoencoders"

16 / 66 papers shown

Title
Improve variational autoEncoder with auxiliary softmax multiclassifier Yao Li DRL 18 0 0 17 Aug 2019
Joint haze image synthesis and dehazing with mmd-vae losses Zongliang Li Chi Zhang Gaofeng Meng Yuehu Liu 11 2 0 15 May 2019
Effective Estimation of Deep Generative Language Models Tom Pelsmaeker Wilker Aziz BDL 19 27 0 17 Apr 2019
Exact Rate-Distortion in Autoencoders via Echo Noise Rob Brekelmans Daniel Moyer Aram Galstyan Greg Ver Steeg 14 17 0 15 Apr 2019
Assisted Sound Sample Generation with Musical Conditioning in Adversarial Auto-Encoders Adrien Bitton P. Esling Antoine Caillon Martin Fouilleul 28 10 0 12 Apr 2019
Semantics Preserving Adversarial Learning Ousmane Amadou Dia Elnaz Barshan Reza Babanezhad AAML GAN 21 2 0 10 Mar 2019
Lagging Inference Networks and Posterior Collapse in Variational Autoencoders Junxian He Daniel M. Spokoyny Graham Neubig Taylor Berg-Kirkpatrick BDL DRL 8 272 0 16 Jan 2019
Conditional deep surrogate models for stochastic, high-dimensional, and multi-fidelity systems Yibo Yang P. Perdikaris SyDa BDL AI4CE 21 55 0 15 Jan 2019
Generative Dual Adversarial Network for Generalized Zero-shot Learning He Huang Chang-Dong Wang Philip S. Yu Chang-Dong Wang GAN 19 220 0 12 Nov 2018
Learning Product Codebooks using Vector Quantized Autoencoders for Image Retrieval Hanwei Wu M. Flierl SSL CML DRL 16 19 0 12 Jul 2018
Learning Factorized Multimodal Representations Yao-Hung Hubert Tsai Paul Pu Liang Amir Zadeh Louis-Philippe Morency Ruslan Salakhutdinov DRL 47 402 0 16 Jun 2018
Entropy and mutual information in models of deep neural networks Marylou Gabrié Andre Manoel Clément Luneau Jean Barbier N. Macris Florent Krzakala Lenka Zdeborová 30 178 0 24 May 2018
Unsupervised Discrete Sentence Representation Learning for Interpretable Neural Dialog Generation Tiancheng Zhao Kyusong Lee M. Eskénazi DRL 16 141 0 22 Apr 2018
Structured Disentangled Representations Babak Esmaeili Hao Wu Sarthak Jain Alican Bozkurt N. Siddharth Brooks Paige Dana H. Brooks Jennifer Dy Jan Willem van de Meent OOD CML BDL DRL 21 165 0 06 Apr 2018
A deep generative model for gene expression profiles from single-cell RNA sequencing Romain Lopez Jeffrey Regier Michael Cole Michael I. Jordan N. Yosef BDL 18 7 0 07 Sep 2017
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 233 2,545 0 25 Jan 2016