v1v2 (latest)

Neural Discrete Representation Learning

2 November 2017

Papers citing "Neural Discrete Representation Learning"

50 / 3,801 papers shown

Title
Neural Joint Source-Channel Coding Kristy Choi Kedar Tatwawadi Aditya Grover Tsachy Weissman Stefano Ermon 234 40 0 19 Nov 2018
Harmonic Recomposition using Conditional Autoregressive Modeling Kyle Kastner Rithesh Kumar Tim Cooijmans Aaron Courville 87 0 0 18 Nov 2018
Extractive Summary as Discrete Latent Variables Aran Komatsuzaki 138 3 0 14 Nov 2018
Learning Latent Dynamics for Planning from Pixels Danijar Hafner Timothy Lillicrap Ian S. Fischer Ruben Villegas David R Ha Honglak Lee James Davidson BDL 679 1,643 0 12 Nov 2018
Neural Image Compression for Gigapixel Histopathology Image AnalysisIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2018 David Tellez G. Litjens Jeroen van der Laak F. Ciompi 178 231 0 07 Nov 2018
Unsupervised Learning of Interpretable Dialog Models Dhiraj Madan Lucian Popa Gaurav Pandey Sachindra Joshi 96 0 0 02 Nov 2018
(Self-Attentive) Autoencoder-based Universal Language Representation for Machine Translation Carlos Escolano Marta R. Costa-jussá José A. R. Fonollosa SSL 95 8 0 15 Oct 2018
Predictive Uncertainty through Quantization Bastiaan S. Veeling Rianne van den Berg Max Welling UQCV 116 1 0 12 Oct 2018
Piano Genie Chris Donahue Ian Simon Sander Dieleman 122 47 0 11 Oct 2018
NEXUS Network: Connecting the Preceding and the Following in Dialogue GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2018 Hui Su Xiaoyu Shen Wenjie Li Dietrich Klakow 215 30 0 27 Sep 2018
Tangent: Automatic differentiation using source-code transformation for dynamically typed array programmingNeural Information Processing Systems (NeurIPS), 2018 B. V. Merrienboer D. Moldovan Alexander B. Wiltschko 204 33 0 25 Sep 2018
MIDI-VAE: Modeling Dynamics and Instrumentation of Music with Applications to Style Transfer Gino Brunner Andres Konrad Yuyi Wang Roger Wattenhofer 198 141 0 20 Sep 2018
Symbolic Music Genre Transfer with CycleGAN Gino Brunner Yuyi Wang Roger Wattenhofer Sumu Zhao GAN 228 79 0 20 Sep 2018
Latent Space Optimal Transport for Generative Models Huidong Liu Yang Guo Na Lei Zhixin Shu S. Yau Dimitris Samaras X. Gu OT DRL 138 8 0 16 Sep 2018
Deep Compressive Autoencoder for Action Potential Compression in Large-Scale Neural Recording Tong Wu Wenfeng Zhao E. Keefer Zhi-Xin Yang 127 55 0 14 Sep 2018
SCORES: Shape Composition with Recursive Substructure Priors Chenyang Zhu Kai Xu S. Chaudhuri Renjiao Yi Hao Zhang 3DPC 124 100 0 14 Sep 2018
Variational Autoencoder with Implicit Optimal Priors Hiroshi Takahashi Tomoharu Iwata Yuki Yamanaka Masanori Yamada Satoshi Yagi DRL 218 67 0 14 Sep 2018
Hierarchical Quantized Representations for Script Generation Noah Weber L. Shekhar Niranjan Balasubramanian Nathanael Chambers BDL 133 32 0 28 Aug 2018
A Review of Learning with Deep Generative Models from Perspective of Graphical Modeling Zhijian Ou 229 15 0 05 Aug 2018
Variational Information Bottleneck on Vector Quantized Autoencoders Hanwei Wu M. Flierl DRL 145 6 0 02 Aug 2018
Deep Encoder-Decoder Models for Unsupervised Learning of Controllable Speech Synthesis G. Henter Jaime Lorenzo-Trueba Xin Wang Junichi Yamagishi DRL SSL 187 61 0 30 Jul 2018
Understanding and Improving Interpolation in Autoencoders via an Adversarial RegularizerInternational Conference on Learning Representations (ICLR), 2018 David Berthelot Colin Raffel Aurko Roy Ian Goodfellow 284 276 0 19 Jul 2018
Avoiding Latent Variable Collapse With Generative Skip Models Adji Bousso Dieng Yoon Kim Alexander M. Rush David M. Blei DRL 204 183 0 12 Jul 2018
Learning Product Codebooks using Vector Quantized Autoencoders for Image Retrieval Hanwei Wu M. Flierl SSL CML DRL 271 22 0 12 Jul 2018
Guided evolutionary strategies: Augmenting random search with surrogate gradients Niru Maheswaranathan Luke Metz George Tucker Dami Choi Jascha Narain Sohl-Dickstein 265 22 0 26 Jun 2018
The challenge of realistic music generation: modelling raw audio at scaleNeural Information Processing Systems (NeurIPS), 2018 Sander Dieleman Aaron van den Oord Karen Simonyan 253 189 0 26 Jun 2018
Autoregressive Quantile Networks for Generative Modeling Georg Ostrovski Will Dabney Rémi Munos DRL 190 88 0 14 Jun 2018
Gaussian mixture models with Wasserstein distance Benoit Gaujac Ilya Feige David Barber 117 9 0 12 Jun 2018
Spreading vectors for similarity search Alexandre Sablayrolles Matthijs Douze Cordelia Schmid Edouard Grave MQ 285 144 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 283 150 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 151 401 0 06 Jun 2018
A New Framework for Machine Intelligence: Concepts and Prototype Abel Torres Montoya 132 0 0 06 Jun 2018
Theory and Experiments on Vector Quantized Autoencoders Aurko Roy Ashish Vaswani Arvind Neelakantan Niki Parmar 214 97 0 28 May 2018
Variational Inference for Data-Efficient Model Learning in POMDPs Sebastian Tschiatschek Kai Arulkumaran Jan Stühmer Katja Hofmann 127 16 0 23 May 2018
A Universal Music Translation Network Noam Mor Lior Wolf Adam Polyak Yaniv Taigman 323 112 0 21 May 2018
NASH: Toward End-to-End Neural Architecture for Generative Semantic Hashing Dinghan Shen Qinliang Su Paidamoyo Chapfuwa Wenlin Wang Guoyin Wang Lawrence Carin Ricardo Henao 130 61 0 14 May 2018
Towards a universal neural network encoder for time series Joan Serrà Santiago Pascual Alexandros Karatzoglou AI4TS 158 129 0 10 May 2018
Competitive Training of Mixtures of Independent Deep Generative Models Francesco Locatello Damien Vincent Ilya O. Tolstikhin Gunnar Rätsch Sylvain Gelly Bernhard Schölkopf OOD 203 3 0 30 Apr 2018
Unsupervised Discrete Sentence Representation Learning for Interpretable Neural Dialog GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2018 Tiancheng Zhao Kyusong Lee M. Eskénazi DRL 227 142 0 22 Apr 2018
Variational Inference In Pachinko Allocation Machines Akash Srivastava Charles Sutton 137 6 0 21 Apr 2018
Associative Compression Networks for Representation Learning Alex Graves Jacob Menick Aaron van den Oord CML 202 21 0 06 Apr 2018
Expressive Speech Synthesis via Modeling Expressions with Variational Autoencoder K. Akuzawa Yusuke Iwasawa Y. Matsuo 228 144 0 06 Apr 2018
Conditional End-to-End Audio Transforms Albert Haque Michelle Guo Prateek Verma 278 41 0 30 Mar 2018
Complex-Valued Restricted Boltzmann Machine for Direct Speech Parameterization from Complex Spectra Toru Nakashika Shinji Takaki Junichi Yamagishi 31 1 0 27 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 187 580 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 281 884 0 23 Mar 2018
On the difficulty of a distributional semantics of spoken language Grzegorz Chrupała Lieke Gelderloos Ákos Kádár Afra Alishahi 95 6 0 23 Mar 2018
Fast Decoding in Sequence Models using Discrete Latent Variables Łukasz Kaiser Aurko Roy Ashish Vaswani Niki Parmar Samy Bengio Jakob Uszkoreit Noam M. Shazeer 461 246 0 09 Mar 2018
Distribution Matching in Variational Inference Mihaela Rosca Balaji Lakshminarayanan S. Mohamed GAN CML DRL 347 101 0 19 Feb 2018
Hierarchical Text Generation and Planning for Strategic Dialogue Denis Yarats M. Lewis 238 60 0 15 Dec 2017