Neural Discrete Representation Learning

Neural Discrete Representation Learning

2 November 2017

Aaron van den Oord

Koray Kavukcuoglu

Papers citing "Neural Discrete Representation Learning"

17 / 2,767 papers shown

Title
A Review of Learning with Deep Generative Models from Perspective of Graphical Modeling Zhijian Ou 31 16 0 05 Aug 2018
Learning Product Codebooks using Vector Quantized Autoencoders for Image Retrieval Hanwei Wu M. Flierl SSL CML DRL 29 19 0 12 Jul 2018
The challenge of realistic music generation: modelling raw audio at scale Sander Dieleman Aaron van den Oord Karen Simonyan 21 184 0 26 Jun 2018
Autoregressive Quantile Networks for Generative Modeling Georg Ostrovski Will Dabney Rémi Munos DRL 28 86 0 14 Jun 2018
Spreading vectors for similarity search Alexandre Sablayrolles Matthijs Douze Cordelia Schmid Hervé Jégou MQ 27 115 0 08 Jun 2018
SOM-VAE: Interpretable Discrete Representation Learning on Time Series Vincent Fortuin Matthias Huser Francesco Locatello Heiko Strathmann Gunnar Rätsch BDL AI4TS 37 140 0 06 Jun 2018
StarGAN-VC: Non-parallel many-to-many voice conversion with star generative adversarial networks Hirokazu Kameoka Takuhiro Kaneko Kou Tanaka Nobukatsu Hojo 34 370 0 06 Jun 2018
Theory and Experiments on Vector Quantized Autoencoders Aurko Roy Ashish Vaswani Arvind Neelakantan Niki Parmar 13 85 0 28 May 2018
Variational Inference for Data-Efficient Model Learning in POMDPs Sebastian Tschiatschek Kai Arulkumaran Jan Stühmer Katja Hofmann 24 15 0 23 May 2018
A Universal Music Translation Network Noam Mor Lior Wolf Adam Polyak Yaniv Taigman 19 110 0 21 May 2018
Towards a universal neural network encoder for time series Joan Serrà Santiago Pascual Alexandros Karatzoglou AI4TS 32 119 0 10 May 2018
Unsupervised Discrete Sentence Representation Learning for Interpretable Neural Dialog Generation Tiancheng Zhao Kyusong Lee M. Eskénazi DRL 24 141 0 22 Apr 2018
Variational Inference In Pachinko Allocation Machines Akash Srivastava Charles Sutton 18 6 0 21 Apr 2018
Conditional End-to-End Audio Transforms Albert Haque Michelle Guo Prateek Verma 33 41 0 30 Mar 2018
Towards End-to-End Prosody Transfer for Expressive Speech Synthesis with Tacotron RJ Skerry-Ryan Eric Battenberg Y. Xiao Yuxuan Wang Daisy Stanton Joel Shor Ron J. Weiss R. Clark Rif A. Saurous 16 547 0 24 Mar 2018
Style Tokens: Unsupervised Style Modeling, Control and Transfer in End-to-End Speech Synthesis Yuxuan Wang Daisy Stanton Yu Zhang RJ Skerry-Ryan Eric Battenberg Joel Shor Y. Xiao Fei Ren Ye Jia Rif A. Saurous 23 815 0 23 Mar 2018
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 272 2,552 0 25 Jan 2016