v1v2v3 (latest)

InitialGAN: A Language GAN with Completely Random Initialization

4 August 2022

Papers citing "InitialGAN: A Language GAN with Completely Random Initialization"

24 / 24 papers shown

Title
Why Exposure Bias Matters: An Imitation Learning Perspective of Error Accumulation in Language Generation Kushal Arora Layla El Asri Hareesh Bahuleyan Jackie C.K. Cheung 56 82 0 03 Apr 2022
Alias-Free Generative Adversarial Networks Tero Karras M. Aittala S. Laine Erik Härkönen Janne Hellsten J. Lehtinen Timo Aila GAN 177 1,596 0 23 Jun 2021
ColdGANs: Taming Language GANs with Cautious Sampling Strategies Thomas Scialom Paul-Alexis Dray Sylvain Lamprier Benjamin Piwowarski Jacopo Staiano GAN SyDa 52 18 0 08 Jun 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 64 62 0 27 Apr 2020
Analyzing and Improving the Image Quality of StyleGAN Tero Karras S. Laine M. Aittala Janne Hellsten J. Lehtinen Timo Aila GAN 293 5,815 0 03 Dec 2019
Understanding and Improving Layer Normalization Jingjing Xu Xu Sun Zhiyuan Zhang Guangxiang Zhao Junyang Lin FAtt 92 354 0 16 Nov 2019
Bridging the Gap between Training and Inference for Neural Machine Translation Wen Zhang Yang Feng Fandong Meng Di You Qun Liu AIMat 73 241 0 06 Jun 2019
Training language GANs from Scratch Cyprien de Masson dÁutume Mihaela Rosca Jack W. Rae S. Mohamed GAN SyDa 57 87 0 23 May 2019
Preventing Posterior Collapse with delta-VAEs Ali Razavi Aaron van den Oord Ben Poole Oriol Vinyals DRL 90 171 0 10 Jan 2019
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 214 11,556 0 15 Feb 2018
Texygen: A Benchmarking Platform for Text Generation Models Yaoming Zhu Sidi Lu Lei Zheng Jiaxian Guo Weinan Zhang Jun Wang Yong Yu 100 689 0 06 Feb 2018
MaskGAN: Better Text Generation via Filling in the______ W. Fedus Ian Goodfellow Andrew M. Dai 82 470 0 23 Jan 2018
Long Text Generation via Adversarial Training with Leaked Information Jiaxian Guo Sidi Lu Han Cai Weinan Zhang Yong Yu Jun Wang GAN 61 498 0 24 Sep 2017
A simple neural network module for relational reasoning Adam Santoro David Raposo David Barrett Mateusz Malinowski Razvan Pascanu Peter W. Battaglia Timothy Lillicrap GNN NAI 184 1,614 0 05 Jun 2017
Adversarial Ranking for Language Generation Kevin Qinghong Lin Dianqi Li Xiaodong He Zhengyou Zhang Ming-Ting Sun GAN 59 333 0 31 May 2017
Maximum-Likelihood Augmented Discrete Generative Adversarial Networks Tong Che Yanran Li Ruixiang Zhang R. Devon Hjelm Wenjie Li Yangqiu Song Yoshua Bengio GAN 66 235 0 26 Feb 2017
Adversarial Learning for Neural Dialogue Generation Jiwei Li Will Monroe Tianlin Shi Sébastien Jean Alan Ritter Dan Jurafsky 63 899 0 23 Jan 2017
Categorical Reparameterization with Gumbel-Softmax Eric Jang S. Gu Ben Poole BDL 339 5,364 0 03 Nov 2016
The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables Chris J. Maddison A. Mnih Yee Whye Teh BDL 196 2,533 0 02 Nov 2016
Professor Forcing: A New Algorithm for Training Recurrent Networks Alex Lamb Anirudh Goyal Ying Zhang Saizheng Zhang Aaron Courville Yoshua Bengio GAN 122 594 0 27 Oct 2016
Reward Augmented Maximum Likelihood for Neural Structured Prediction Mohammad Norouzi Samy Bengio Zhiwen Chen Navdeep Jaitly M. Schuster Yonghui Wu Dale Schuurmans 83 253 0 01 Sep 2016
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 413 10,494 0 21 Jul 2016
Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks Samy Bengio Oriol Vinyals Navdeep Jaitly Noam M. Shazeer 145 2,034 0 09 Jun 2015
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 437 20,568 0 10 Sep 2014