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Neural Discrete Representation Learning

2 November 2017

Papers citing "Neural Discrete Representation Learning"

50 / 3,267 papers shown

Title
Maximizing Mutual Information for Tacotron Peng Liu Xixin Wu Shiyin Kang Guangzhi Li Jane Polak Scowcroft Dong Yu 86 16 0 30 Aug 2019
Differentiable Product Quantization for End-to-End Embedding Compression Ting Chen Lala Li Yizhou Sun MQ 55 68 0 26 Aug 2019
On the Convergence of AdaBound and its Connection to SGD Pedro H. P. Savarese ODL 54 19 0 13 Aug 2019
Unsupervised Neural Quantization for Compressed-Domain Similarity Search S. Morozov Artem Babenko 82 29 0 11 Aug 2019
Likelihood Contribution based Multi-scale Architecture for Generative Flows Hari Prasanna Das Pieter Abbeel C. Spanos DRL AI4CE 61 5 0 05 Aug 2019
Non-Parallel Voice Conversion with Cyclic Variational Autoencoder Patrick Lumban Tobing Yi-Chiao Wu Tomoki Hayashi Kazuhiro Kobayashi Tomoki Toda 74 68 0 24 Jul 2019
Autoencoding sensory substitution Viktor Tóth L. Parkkonen 35 6 0 14 Jul 2019
Vector Quantized Bayesian Neural Network Inference for Data Streams Namuk Park Taekyu Lee Songkuk Kim MQ 62 10 0 12 Jul 2019
M3D-GAN: Multi-Modal Multi-Domain Translation with Universal Attention Shuang Ma Daniel J. McDuff Yale Song 47 4 0 09 Jul 2019
Large Scale Adversarial Representation Learning Jeff Donahue Karen Simonyan SSL 145 545 0 04 Jul 2019
A Tandem Learning Rule for Effective Training and Rapid Inference of Deep Spiking Neural Networks Jibin Wu Yansong Chua Malu Zhang Guoqi Li Haizhou Li Kay Chen Tan 80 14 0 02 Jul 2019
Deep Learning-Based Quantization of L-Values for Gray-Coded Modulation Marius Arvinte S. Vishwanath Ahmed H. Tewfik MQ 22 6 0 18 Jun 2019
Language as an Abstraction for Hierarchical Deep Reinforcement Learning Yiding Jiang S. Gu Kevin Patrick Murphy Chelsea Finn OffRL 69 225 0 18 Jun 2019
Using generative modelling to produce varied intonation for speech synthesis Zack Hodari O. Watts Simon King 67 29 0 10 Jun 2019
A Cross-Sentence Latent Variable Model for Semi-Supervised Text Sequence Matching Jihun Choi Taeuk Kim Sang-goo Lee BDL 77 6 0 04 Jun 2019
MelNet: A Generative Model for Audio in the Frequency Domain Sean Vasquez M. Lewis DiffM 93 132 0 04 Jun 2019
Blow: a single-scale hyperconditioned flow for non-parallel raw-audio voice conversion Joan Serrà Santiago Pascual Carlos Segura CVBM 76 85 0 03 Jun 2019
Generating Diverse High-Fidelity Images with VQ-VAE-2 Ali Razavi Aaron van den Oord Oriol Vinyals DRL BDL 234 1,834 0 02 Jun 2019
Entropy Minimization In Emergent Languages Eugene Kharitonov Rahma Chaabouni Diane Bouchacourt Marco Baroni 101 3 0 31 May 2019
Unsupervised Paraphrasing without Translation Aurko Roy David Grangier BDL LRM 124 61 0 29 May 2019
Discrete Infomax Codes for Supervised Representation Learning Yoonho Lee Wonjae Kim Wonpyo Park Seungjin Choi 64 4 0 28 May 2019
Unsupervised End-to-End Learning of Discrete Linguistic Units for Voice Conversion Andy T. Liu Po-Chun Hsu Hung-yi Lee SSL 84 30 0 28 May 2019
VQVAE Unsupervised Unit Discovery and Multi-scale Code2Spec Inverter for Zerospeech Challenge 2019 Andros Tjandra Berrak Sisman Mingyang Zhang S. Sakti Haizhou Li Satoshi Nakamura 96 72 0 27 May 2019
Quantization-Based Regularization for Autoencoders Hanwei Wu M. Flierl DRL 54 2 0 27 May 2019
Learning Discrete and Continuous Factors of Data via Alternating Disentanglement Yeonwoo Jeong Hyun Oh Song 53 49 0 23 May 2019
Non-Autoregressive Neural Text-to-Speech Kainan Peng Ming-Yu Liu Z. Song Kexin Zhao 101 40 0 21 May 2019
Dueling Decoders: Regularizing Variational Autoencoder Latent Spaces Bryan Seybold Emily Fertig Alexander A. Alemi Ian S. Fischer DRL 94 4 0 17 May 2019
MoGlow: Probabilistic and controllable motion synthesis using normalising flows G. Henter Simon Alexanderson Jonas Beskow 94 98 0 16 May 2019
Towards Interlingua Neural Machine Translation Carlos Escolano Marta R. Costa-jussá José A. R. Fonollosa CLL AI4CE 45 21 0 15 May 2019
Improving Discrete Latent Representations With Differentiable Approximation Bridges Jason Ramapuram Russ Webb DRL 40 9 0 09 May 2019
ARSM: Augment-REINFORCE-Swap-Merge Estimator for Gradient Backpropagation Through Categorical Variables Mingzhang Yin Yuguang Yue Mingyuan Zhou 66 23 0 04 May 2019
Incorporating Symbolic Sequential Modeling for Speech Enhancement Chien-Feng Liao Yu Tsao Xugang Lu Hisashi Kawai 58 18 0 30 Apr 2019
Deep Neuroevolution of Recurrent and Discrete World Models S. Risi Kenneth O. Stanley OCL 133 53 0 28 Apr 2019
The Zero Resource Speech Challenge 2019: TTS without T Ewan Dunbar Robin Algayres Julien Karadayi Mathieu Bernard Juan Benjumea ... Lucas Ondel A. Black Laurent Besacier S. Sakti Emmanuel Dupoux 105 117 0 25 Apr 2019
TTS Skins: Speaker Conversion via ASR Adam Polyak Lior Wolf Yaniv Taigman 76 28 0 18 Apr 2019
Unsupervised acoustic unit discovery for speech synthesis using discrete latent-variable neural networks Ryan Eloff A. Nortje Benjamin van Niekerk Avashna Govender Leanne Nortje Arnu Pretorius Elan Van Biljon Ewald van der Westhuizen Lisa van Staden Herman Kamper DRL 79 57 0 16 Apr 2019
Unsupervised Singing Voice Conversion Eliya Nachmani Lior Wolf 85 56 0 13 Apr 2019
Learning Problem-agnostic Speech Representations from Multiple Self-supervised Tasks Santiago Pascual Mirco Ravanelli Joan Serrà Antonio Bonafonte Yoshua Bengio SSL 131 251 0 06 Apr 2019
A Learned Representation for Scalable Vector Graphics Raphael Gontijo-Lopes David R Ha Douglas Eck Jonathon Shlens GAN OCL 76 118 0 04 Apr 2019
From Variational to Deterministic Autoencoders Partha Ghosh Mehdi S. M. Sajjadi Antonio Vergari Michael J. Black Bernhard Schölkopf DRL 104 272 0 29 Mar 2019
High Fidelity Face Manipulation with Extreme Poses and Expressions Chaoyou Fu Yibo Hu Xiang Wu Guoli Wang Qian Zhang Ran He CVBM 99 25 0 28 Mar 2019
Information Maximizing Visual Question Generation Ranjay Krishna Michael S. Bernstein Li Fei-Fei 131 95 0 27 Mar 2019
A RAD approach to deep mixture models Laurent Dinh Jascha Narain Sohl-Dickstein Hugo Larochelle Razvan Pascanu 100 46 0 18 Mar 2019
Deep Switch Networks for Generating Discrete Data and Language Payam Delgosha Naveen Goela 23 0 0 14 Mar 2019
Diagnosing and Enhancing VAE Models Bin Dai David Wipf DRL 115 381 0 14 Mar 2019
On Adversarial Mixup Resynthesis Christopher Beckham S. Honari Vikas Verma Alex Lamb F. Ghadiri R. Devon Hjelm Yoshua Bengio C. Pal AAML 68 12 0 07 Mar 2019
Hierarchical Autoregressive Image Models with Auxiliary Decoders J. Fauw Sander Dieleman Karen Simonyan GAN 100 37 0 06 Mar 2019
Learning Latent Plans from Play Corey Lynch Mohi Khansari Ted Xiao Vikash Kumar Jonathan Tompson Sergey Levine P. Sermanet SSL LM&Ro 122 408 0 05 Mar 2019
Model-Based Reinforcement Learning for Atari Lukasz Kaiser Mohammad Babaeizadeh Piotr Milos B. Osinski R. Campbell ... Sergey Levine Afroz Mohiuddin Ryan Sepassi George Tucker Henryk Michalewski OffRL 280 871 0 01 Mar 2019
STCN: Stochastic Temporal Convolutional Networks Emre Aksan Otmar Hilliges BDL 59 62 0 18 Feb 2019