Neural Discrete Representation Learning

2 November 2017

Papers citing "Neural Discrete Representation Learning"

50 / 2,748 papers shown

Title
X-LXMERT: Paint, Caption and Answer Questions with Multi-Modal Transformers Jaemin Cho Jiasen Lu Dustin Schwenk Hannaneh Hajishirzi Aniruddha Kembhavi VLM MLLM 30 102 0 23 Sep 2020
Generative Model without Prior Distribution Matching Cong Geng Jia Wang L. Chen Zhiyong Gao GAN 162 1 0 23 Sep 2020
DiffWave: A Versatile Diffusion Model for Audio Synthesis Zhifeng Kong Ming-Yu Liu Jiaji Huang Kexin Zhao Bryan Catanzaro DiffM BDL 34 1,392 0 21 Sep 2020
Brain2Word: Decoding Brain Activity for Language Generation Nicolas Affolter Béni Egressy Damian Pascual Roger Wattenhofer 11 21 0 10 Sep 2020
Multilinear Latent Conditioning for Generating Unseen Attribute Combinations Markos Georgopoulos Grigorios G. Chrysos M. Pantic Yannis Panagakis GAN DRL 19 19 0 09 Sep 2020
GIF: Generative Interpretable Faces Partha Ghosh Pravir Singh Gupta Roy Uziel Anurag Ranjan Michael J. Black Timo Bolkart CVBM AI4CE 8 76 0 31 Aug 2020
asya: Mindful verbal communication using deep learning Ē. Urtāns Ariel Tabaks VLM 33 1 0 20 Aug 2020
Audio- and Gaze-driven Facial Animation of Codec Avatars Alexander Richard Colin S. Lea Shugao Ma Juergen Gall Fernando de la Torre Yaser Sheikh CVBM 21 81 0 11 Aug 2020
An Overview of Voice Conversion and its Challenges: From Statistical Modeling to Deep Learning Berrak Sisman Junichi Yamagishi Simon King Haizhou Li BDL 41 317 0 09 Aug 2020
Timbre latent space: exploration and creative aspects Antoine Caillon Adrien Bitton Brice Gatinet P. Esling 18 1 0 04 Aug 2020
Learning from Few Samples: A Survey Nihar Bendre Hugo Terashima-Marín Peyman Najafirad VLM BDL 26 54 0 30 Jul 2020
Privacy-preserving Voice Analysis via Disentangled Representations Ranya Aloufi Hamed Haddadi David E. Boyle DRL 19 58 0 29 Jul 2020
Incorporating Reinforced Adversarial Learning in Autoregressive Image Generation Kenan E. Ak N. Xu Zhe-nan Lin Yilin Wang 19 12 0 20 Jul 2020
Failure Modes of Variational Autoencoders and Their Effects on Downstream Tasks Yaniv Yacoby Weiwei Pan Finale Doshi-Velez CML DRL 27 25 0 14 Jul 2020
Vector-Quantized Timbre Representation Adrien Bitton P. Esling Tatsuya Harada 20 12 0 13 Jul 2020
Prosodic Prominence and Boundaries in Sequence-to-Sequence Speech Synthesis Antti Suni Sofoklis Kakouros M. Vainio J. Šimko 19 17 0 29 Jun 2020
Locally Masked Convolution for Autoregressive Models Ajay Jain Pieter Abbeel Deepak Pathak DiffM OffRL 39 31 0 22 Jun 2020
Deep Residual Mixture Models Perttu Hämäläinen Martin Trapp Tuure Saloheimo Arno Solin 36 8 0 22 Jun 2020
Set Distribution Networks: a Generative Model for Sets of Images Shuangfei Zhai Walter A. Talbott Miguel Angel Bautista Carlos Guestrin J. Susskind GAN 29 2 0 18 Jun 2020
Latent Video Transformer Ruslan Rakhimov Denis Volkhonskiy Alexey Artemov Denis Zorin Evgeny Burnaev VGen 33 118 0 18 Jun 2020
Temporal Phenotyping using Deep Predictive Clustering of Disease Progression Changhee Lee M. Schaar OOD 24 53 0 15 Jun 2020
Self-supervised Learning: Generative or Contrastive Xiao Liu Fanjin Zhang Zhenyu Hou Zhaoyu Wang Li Mian Jing Zhang Jie Tang SSL 50 1,586 0 15 Jun 2020
Deep generative models for musical audio synthesis M. Huzaifah L. Wyse 27 20 0 10 Jun 2020
Probabilistic Autoencoder Vanessa Böhm U. Seljak UQCV BDL DRL 24 32 0 09 Jun 2020
Unsupervised Paraphrase Generation using Pre-trained Language Models Chaitra V. Hegde Shrikumar Patil LRM 21 38 0 09 Jun 2020
A Survey on Generative Adversarial Networks: Variants, Applications, and Training Abdul Jabbar Xi Li Bourahla Omar 25 266 0 09 Jun 2020
Variational Variance: Simple, Reliable, Calibrated Heteroscedastic Noise Variance Parameterization Andrew Stirn David A. Knowles DRL 18 10 0 08 Jun 2020
Speech-to-Singing Conversion based on Boundary Equilibrium GAN Da-Yi Wu Yi-Hsuan Yang GAN 8 8 0 28 May 2020
Contrastive Predictive Coding Supported Factorized Variational Autoencoder for Unsupervised Learning of Disentangled Speech Representations Janek Ebbers Michael Kuhlmann Tobias Cord-Landwehr Reinhold Haeb-Umbach DRL CoGe SSL 31 4 0 26 May 2020
Glow-TTS: A Generative Flow for Text-to-Speech via Monotonic Alignment Search Jaehyeon Kim Sungwon Kim Jungil Kong Sungroh Yoon 54 475 0 22 May 2020
Vector-quantized neural networks for acoustic unit discovery in the ZeroSpeech 2020 challenge Benjamin van Niekerk Leanne Nortje Herman Kamper 13 115 0 19 May 2020
Robust Training of Vector Quantized Bottleneck Models A. Lancucki J. Chorowski Guillaume Sanchez R. Marxer Nanxin Chen Hans J. G. A. Dolfing Sameer Khurana Tanel Alumäe Antoine Laurent 29 58 0 18 May 2020
DiscreTalk: Text-to-Speech as a Machine Translation Problem Tomoki Hayashi Shinji Watanabe 27 32 0 12 May 2020
Lossy Compression with Distortion Constrained Optimization T. V. Rozendaal Guillaume Sautière Taco S. Cohen 31 13 0 08 May 2020
A Batch Normalized Inference Network Keeps the KL Vanishing Away Qile Zhu Jianlin Su Wei Bi Xiaojiang Liu Xiyao Ma Xiaolin Li D. Wu BDL DRL 34 61 0 27 Apr 2020
Vector Quantized Contrastive Predictive Coding for Template-based Music Generation Gaëtan Hadjeres Léopold Crestel 34 18 0 21 Apr 2020
Hybrid Classification and Reasoning for Image-based Constraint Solving Maxime Mulamba Jayanta Mandi Rocsildes Canoy Tias Guns 33 11 0 24 Mar 2020
Characterizing and Avoiding Problematic Global Optima of Variational Autoencoders Yaniv Yacoby Weiwei Pan Finale Doshi-Velez DRL 21 4 0 17 Mar 2020
Uncertainty Estimation Using a Single Deep Deterministic Neural Network Joost R. van Amersfoort Lewis Smith Yee Whye Teh Y. Gal UQCV BDL 14 55 0 04 Mar 2020
Learning Representations by Predicting Bags of Visual Words Spyros Gidaris Andrei Bursuc N. Komodakis P. Pérez Matthieu Cord SSL 28 117 0 27 Feb 2020
Predictive Sampling with Forecasting Autoregressive Models Auke Wiggers Emiel Hoogeboom BDL 27 16 0 23 Feb 2020
Disentangled Speech Embeddings using Cross-modal Self-supervision Arsha Nagrani Joon Son Chung Samuel Albanie Andrew Zisserman SSL 21 88 0 20 Feb 2020
Latent Normalizing Flows for Many-to-Many Cross-Domain Mappings Shweta Mahajan Iryna Gurevych Stefan Roth DRL 21 36 0 16 Feb 2020
Many-to-Many Voice Conversion using Conditional Cycle-Consistent Adversarial Networks Shindong Lee Bonggu Ko Keonnyeong Lee In-Chul Yoo Dongsuk Yook GAN 30 33 0 15 Feb 2020
Efficient And Scalable Neural Residual Waveform Coding With Collaborative Quantization Kai Zhen Mi Suk Lee Jongmo Sung Seungkwon Beack Minje Kim 35 20 0 13 Feb 2020
Variational Autoencoders with Riemannian Brownian Motion Priors Dimitris Kalatzis David Eklund Georgios Arvanitidis Søren Hauberg BDL DRL 60 48 0 12 Feb 2020
Content Based Singing Voice Extraction From a Musical Mixture Pritish Chandna Merlijn Blaauw J. Bonada E. Gómez 28 14 0 12 Feb 2020
Generating diverse and natural text-to-speech samples using a quantized fine-grained VAE and auto-regressive prosody prior Guangzhi Sun Yu Zhang Ron J. Weiss Yuan Cao Heiga Zen Andrew Rosenberg Bhuvana Ramabhadran Yonghui Wu DiffM 25 92 0 06 Feb 2020
Semi-supervised Grasp Detection by Representation Learning in a Vector Quantized Latent Space Mridul Mahajan Tryambak Bhattacharjee Arya Krishnan Priya Shukla G. C. Nandi DRL SSL 16 3 0 23 Jan 2020
Deep Representation Learning in Speech Processing: Challenges, Recent Advances, and Future Trends S. Latif R. Rana Sara Khalifa Raja Jurdak Junaid Qadir Björn W. Schuller AI4TS 32 81 0 02 Jan 2020