v1v2v3 (latest)

FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow

5 September 2019

Xuezhe Ma

Chunting Zhou

Xian Li

Graham Neubig

Papers citing "FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow"

32 / 32 papers shown

Title
Latent-Variable Non-Autoregressive Neural Machine Translation with Deterministic Inference Using a Delta Posterior Raphael Shu Jason D. Lee Hideki Nakayama Kyunghyun Cho BDL 64 117 0 20 Aug 2019
Mask-Predict: Parallel Decoding of Conditional Masked Language Models Marjan Ghazvininejad Omer Levy Yinhan Liu Luke Zettlemoyer MoE 59 35 0 19 Apr 2019
On the Convergence of Adam and Beyond Sashank J. Reddi Satyen Kale Surinder Kumar 96 2,499 0 19 Apr 2019
fairseq: A Fast, Extensible Toolkit for Sequence Modeling Myle Ott Sergey Edunov Alexei Baevski Angela Fan Sam Gross Nathan Ng David Grangier Michael Auli VLM FaML 111 3,151 0 01 Apr 2019
Non-Autoregressive Machine Translation with Auxiliary Regularization Yiren Wang Fei Tian Di He Tao Qin ChengXiang Zhai Tie-Yan Liu 72 159 0 22 Feb 2019
Mixture Models for Diverse Machine Translation: Tricks of the Trade T. Shen Myle Ott Michael Auli MarcÁurelio Ranzato MoE 88 150 0 20 Feb 2019
MaCow: Masked Convolutional Generative Flow Xuezhe Ma Xiang Kong Shanghang Zhang Eduard H. Hovy DRL 48 66 0 12 Feb 2019
Insertion Transformer: Flexible Sequence Generation via Insertion Operations Mitchell Stern William Chan J. Kiros Jakob Uszkoreit KELM 77 252 0 08 Feb 2019
Insertion-based Decoding with automatically Inferred Generation Order Jiatao Gu Qi Liu Kyunghyun Cho 60 109 0 04 Feb 2019
Latent Normalizing Flows for Discrete Sequences Zachary M. Ziegler Alexander M. Rush BDL DRL 62 127 0 29 Jan 2019
MAE: Mutual Posterior-Divergence Regularization for Variational AutoEncoders Xuezhe Ma Chunting Zhou Eduard H. Hovy DRL 59 39 0 06 Jan 2019
End-to-End Non-Autoregressive Neural Machine Translation with Connectionist Temporal Classification Jindrich Libovický Jindřich Helcl 74 167 0 12 Nov 2018
WaveGlow: A Flow-based Generative Network for Speech Synthesis R. Prenger Rafael Valle Bryan Catanzaro 151 1,032 0 31 Oct 2018
Sequence to Sequence Mixture Model for Diverse Machine Translation Xuanli He Gholamreza Haffari Mohammad Norouzi 61 57 0 17 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 94,891 0 11 Oct 2018
Glow: Generative Flow with Invertible 1x1 Convolutions Diederik P. Kingma Prafulla Dhariwal BDL DRL 295 3,134 0 09 Jul 2018
Stack-Pointer Networks for Dependency Parsing Xuezhe Ma Zecong Hu J. Liu Nanyun Peng Graham Neubig Eduard H. Hovy GNN 75 167 0 03 May 2018
Analyzing Uncertainty in Neural Machine Translation Myle Ott Michael Auli David Grangier MarcÁurelio Ranzato UQLM 95 274 0 28 Feb 2018
Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative Refinement Jason D. Lee Elman Mansimov Kyunghyun Cho DiffM BDL 63 456 0 19 Feb 2018
Non-Autoregressive Neural Machine Translation Jiatao Gu James Bradbury Caiming Xiong Victor O.K. Li R. Socher 105 796 0 07 Nov 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 704 131,652 0 12 Jun 2017
Masked Autoregressive Flow for Density Estimation George Papamakarios Theo Pavlakou Iain Murray 210 1,354 0 19 May 2017
Improving Variational Inference with Inverse Autoregressive Flow Diederik P. Kingma Tim Salimans Rafal Jozefowicz Xi Chen Ilya Sutskever Max Welling BDL DRL 142 1,820 0 15 Jun 2016
Faster Eigenvector Computation via Shift-and-Invert Preconditioning Dan Garber Laurent Dinh Chi Jin Jascha Narain Sohl-Dickstein Samy Bengio Praneeth Netrapalli Aaron Sidford 272 3,702 0 26 May 2016
Generating Sentences from a Continuous Space Samuel R. Bowman Luke Vilnis Oriol Vinyals Andrew M. Dai Rafal Jozefowicz Samy Bengio DRL 113 2,362 0 19 Nov 2015
A Neural Attention Model for Abstractive Sentence Summarization Alexander M. Rush S. Chopra Jason Weston CVBM 186 2,700 0 02 Sep 2015
Importance Weighted Autoencoders Yuri Burda Roger C. Grosse Ruslan Salakhutdinov BDL 268 1,245 0 01 Sep 2015
Variational Inference with Normalizing Flows Danilo Jimenez Rezende S. Mohamed DRL BDL 313 4,182 0 21 May 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 463 43,305 0 11 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,115 0 22 Dec 2014
Show and Tell: A Neural Image Caption Generator Oriol Vinyals Alexander Toshev Samy Bengio D. Erhan 3DV 246 6,029 0 17 Nov 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 560 27,311 0 01 Sep 2014