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Neural Discrete Representation Learning

2 November 2017

Papers citing "Neural Discrete Representation Learning"

50 / 3,788 papers shown

Title
On Distributed Quantization for ClassificationIEEE Journal on Selected Areas in Information Theory (JSAIT), 2019 Osama A. Hanna Yahya H. Ezzeldin Tara Sadjadpour Christina Fragouli Suhas Diggavi MQ 222 14 0 01 Nov 2019
Inverse Graphics: Unsupervised Learning of 3D Shapes from Single Images Talip Uçar 98 0 0 31 Oct 2019
Bridging the ELBO and MMD Talip Uçar DRL 65 4 0 29 Oct 2019
A Prior of a Googol Gaussians: a Tensor Ring Induced Prior for Generative ModelsNeural Information Processing Systems (NeurIPS), 2019 Maksim Kuznetsov Daniil Polykovskiy Dmitry Vetrov Alexander Zhebrak GAN 78 19 0 29 Oct 2019
Towards Unsupervised Speech Recognition and Synthesis with Quantized Speech Representation LearningIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019 Alexander H. Liu Tao Tu Hung-yi Lee Lin-Shan Lee SSL 215 51 0 28 Oct 2019
Supervised Encoding for Discrete Representation LearningIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019 Cat P. Le Yi Zhou Jie Ding Vahid Tarokh SSL 101 4 0 15 Oct 2019
Low Bit-Rate Speech Coding with VQ-VAE and a WaveNet DecoderIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019 Cristina Garbacea Aaron van den Oord Yazhe Li Felicia S. C. Lim Alejandro Luebs Oriol Vinyals Thomas C. Walters 153 137 0 14 Oct 2019
vq-wav2vec: Self-Supervised Learning of Discrete Speech RepresentationsInternational Conference on Learning Representations (ICLR), 2019 Alexei Baevski Steffen Schneider Michael Auli SSL 524 710 0 12 Oct 2019
Rate-Distortion Optimization Guided Autoencoder for Isometric Embedding in Euclidean Latent Space Keizo Kato Jing Zhou Tomotake Sasaki Akira Nakagawa DRL 134 1 0 10 Oct 2019
MelGAN: Generative Adversarial Networks for Conditional Waveform SynthesisNeural Information Processing Systems (NeurIPS), 2019 Kundan Kumar Rithesh Kumar T. Boissière L. Gestin Wei Zhen Teoh Jose M. R. Sotelo A. D. Brébisson Yoshua Bengio Aaron Courville GAN 396 1,069 0 08 Oct 2019
MIM: Mutual Information Machine M. Livne Kevin Swersky David J. Fleet DRL 189 8 0 08 Oct 2019
Irregular Convolutional Auto-Encoder on Point Clouds Yuhui Zhang G. Gutmann Konagaya Akihiko 3DPC 79 2 0 07 Oct 2019
High Mutual Information in Representation Learning with Symmetric Variational Inference M. Livne Kevin Swersky David J. Fleet SSL DRL 102 0 0 04 Oct 2019
DPSOM: Deep Probabilistic Clustering with Self-Organizing Maps Laura Manduchi Matthias Huser Julia E. Vogt Gunnar Rätsch Vincent Fortuin AI4TS 111 2 0 03 Oct 2019
Speech-to-speech Translation between Untranscribed Unknown LanguagesAutomatic Speech Recognition & Understanding (ASRU), 2019 Andros Tjandra S. Sakti Satoshi Nakamura 112 53 0 02 Oct 2019
GA-GAN: CT reconstruction from Biplanar DRRs using GAN with Guided Attention Ashish Sinha Yohei Sugawara Y. Hirano 96 4 0 27 Sep 2019
Supervised Vector Quantized Variational Autoencoder for Learning Interpretable Global Representations Yifan Xue Michael Q. Ding Xinghua Lu DRL SSL 83 4 0 24 Sep 2019
CMTS: Conditional Multiple Trajectory Synthesizer for Generating Safety-critical Driving Scenarios Wenhao Ding Mengdi Xu Ding Zhao 154 61 0 17 Sep 2019
Many-to-Many Voice Conversion using Cycle-Consistent Variational Autoencoder with Multiple DecodersThe Speaker and Language Recognition Workshop (Odyssey), 2019 Keonnyeong Lee In-Chul Yoo Dongsuk Yook DRL 191 15 0 15 Sep 2019
Select and Attend: Towards Controllable Content Selection in Text GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Xiaoyu Shen Jun Suzuki Kentaro Inui Hui Su Dietrich Klakow Satoshi Sekine 124 29 0 10 Sep 2019
Unsupervised Paraphrasing by Simulated AnnealingAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Xianggen Liu Lili Mou Fandong Meng Hao Zhou Jie Zhou Sen Song 203 78 0 09 Sep 2019
Maximizing Mutual Information for Tacotron Peng Liu Xixin Wu Shiyin Kang Guangzhi Li Jane Polak Scowcroft Dong Yu 193 16 0 30 Aug 2019
Differentiable Product Quantization for End-to-End Embedding CompressionInternational Conference on Machine Learning (ICML), 2019 Ting Chen Lala Li Luke Huan MQ 178 75 0 26 Aug 2019
On the Convergence of AdaBound and its Connection to SGD Pedro H. P. Savarese ODL 108 22 0 13 Aug 2019
Unsupervised Neural Quantization for Compressed-Domain Similarity SearchIEEE International Conference on Computer Vision (ICCV), 2019 S. Morozov Artem Babenko 147 31 0 11 Aug 2019
Likelihood Contribution based Multi-scale Architecture for Generative Flows Hari Prasanna Das Pieter Abbeel C. Spanos DRL AI4CE 144 5 0 05 Aug 2019
Non-Parallel Voice Conversion with Cyclic Variational AutoencoderInterspeech (Interspeech), 2019 Patrick Lumban Tobing Yi-Chiao Wu Tomoki Hayashi Kazuhiro Kobayashi Tomoki Toda 142 71 0 24 Jul 2019
Autoencoding sensory substitution Viktor Tóth L. Parkkonen 71 7 0 14 Jul 2019
Vector Quantized Bayesian Neural Network Inference for Data StreamsAAAI Conference on Artificial Intelligence (AAAI), 2019 Namuk Park Taekyu Lee Songkuk Kim MQ 159 11 0 12 Jul 2019
M3D-GAN: Multi-Modal Multi-Domain Translation with Universal Attention Shuang Ma Daniel J. McDuff Yale Song 137 4 0 09 Jul 2019
Large Scale Adversarial Representation Learning Jeff Donahue Karen Simonyan SSL 317 564 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 145 14 0 02 Jul 2019
Deep Learning-Based Quantization of L-Values for Gray-Coded Modulation Marius Arvinte S. Vishwanath Ahmed H. Tewfik MQ 78 6 0 18 Jun 2019
Language as an Abstraction for Hierarchical Deep Reinforcement LearningNeural Information Processing Systems (NeurIPS), 2019 Yiding Jiang S. Gu Kevin Patrick Murphy Chelsea Finn OffRL 235 237 0 18 Jun 2019
Using generative modelling to produce varied intonation for speech synthesisSpeech Synthesis Workshop (SSW), 2019 Zack Hodari O. Watts Simon King 137 29 0 10 Jun 2019
A Cross-Sentence Latent Variable Model for Semi-Supervised Text Sequence MatchingAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Jihun Choi Taeuk Kim Sang-goo Lee BDL 143 6 0 04 Jun 2019
MelNet: A Generative Model for Audio in the Frequency Domain Sean Vasquez M. Lewis DiffM 150 138 0 04 Jun 2019
Blow: a single-scale hyperconditioned flow for non-parallel raw-audio voice conversionNeural Information Processing Systems (NeurIPS), 2019 Joan Serrà Santiago Pascual Carlos Segura CVBM 172 90 0 03 Jun 2019
Generating Diverse High-Fidelity Images with VQ-VAE-2Neural Information Processing Systems (NeurIPS), 2019 Ali Razavi Aaron van den Oord Oriol Vinyals DRL BDL 551 2,109 0 02 Jun 2019
Entropy Minimization In Emergent Languages Eugene Kharitonov Rahma Chaabouni Diane Bouchacourt Marco Baroni 203 3 0 31 May 2019
Unsupervised Paraphrasing without TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Aurko Roy David Grangier BDL LRM 174 65 0 29 May 2019
Discrete Infomax Codes for Supervised Representation LearningEntropy (Entropy), 2019 Yoonho Lee Wonjae Kim Wonpyo Park Seungjin Choi 216 4 0 28 May 2019
Unsupervised End-to-End Learning of Discrete Linguistic Units for Voice ConversionInterspeech (Interspeech), 2019 Andy T. Liu Po-Chun Hsu Hung-yi Lee SSL 178 30 0 28 May 2019
VQVAE Unsupervised Unit Discovery and Multi-scale Code2Spec Inverter for Zerospeech Challenge 2019Interspeech (Interspeech), 2019 Andros Tjandra Berrak Sisman Mingyang Zhang S. Sakti Haizhou Li Satoshi Nakamura 145 75 0 27 May 2019
Quantization-Based Regularization for Autoencoders Hanwei Wu M. Flierl DRL 149 2 0 27 May 2019
Learning Discrete and Continuous Factors of Data via Alternating DisentanglementInternational Conference on Machine Learning (ICML), 2019 Yeonwoo Jeong Hyun Oh Song 93 50 0 23 May 2019
Non-Autoregressive Neural Text-to-Speech Kainan Peng Ming-Yu Liu Z. Song Kexin Zhao 203 40 0 21 May 2019
Dueling Decoders: Regularizing Variational Autoencoder Latent Spaces Bryan Seybold Emily Fertig Alexander A. Alemi Ian S. Fischer DRL 153 4 0 17 May 2019
MoGlow: Probabilistic and controllable motion synthesis using normalising flowsACM Transactions on Graphics (TOG), 2019 G. Henter Simon Alexanderson Jonas Beskow 270 102 0 16 May 2019
Towards Interlingua Neural Machine Translation Carlos Escolano Marta R. Costa-jussá José A. R. Fonollosa CLL AI4CE 109 24 0 15 May 2019