Professor Forcing: A New Algorithm for Training Recurrent Networks

27 October 2016

Aaron Courville

Papers citing "Professor Forcing: A New Algorithm for Training Recurrent Networks"

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Title
Generating Informative and Diverse Conversational Responses via Adversarial Information Maximization Yizhe Zhang Michel Galley Jianfeng Gao Zhe Gan Xiujun Li Chris Brockett W. Dolan 334 308 0 16 Sep 2018
Greedy Search with Probabilistic N-gram Matching for Neural Machine Translation Chenze Shao Yang Feng Xilin Chen 117 28 0 10 Sep 2018
A Neural Temporal Model for Human Motion Prediction Anand Gopalakrishnan A. Mali Daniel Kifer C. Lee Giles Alexander Ororbia 3DH 346 193 0 09 Sep 2018
Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation Zhiting Hu Haoran Shi Bowen Tan Wentao Wang Zichao Yang ... Zhengzhong Liu Xiaodan Liang Wangrong Zhu Devendra Singh Sachan Eric Xing VLM 222 56 0 04 Sep 2018
Adversarial Decomposition of Text Representation Alexey Romanov Anna Rumshisky Anna Rogers David Donahue 201 47 0 27 Aug 2018
Improving Abstraction in Text Summarization Wojciech Kry'sciñski Romain Paulus Caiming Xiong R. Socher 160 150 0 23 Aug 2018
Machine Learning for Spatiotemporal Sequence Forecasting: A Survey Xingjian Shi Dit-Yan Yeung AI4TS 122 93 0 21 Aug 2018
Deep Multi-Output Forecasting: Learning to Accurately Predict Blood Glucose Trajectories Ian Fox Lynn Ang M. Jaiswal R. Pop-Busui Jenna Wiens OOD AI4TS 183 83 0 14 Jun 2018
Deep State Space Models for Unconditional Word Generation Florian Schmidt Thomas Hofmann 142 15 0 12 Jun 2018
Temporal Difference Variational Auto-Encoder Karol Gregor George Papamakarios F. Besse Lars Buesing Theophane Weber DRL 240 130 0 08 Jun 2018
Multi-turn Dialogue Response Generation in an Adversarial Learning Framework O. Olabiyi A. Salimov Anish Khazane Erik T. Mueller GAN 232 32 0 30 May 2018
Unsupervised Text Style Transfer using Language Models as Discriminators Zichao Yang Zhiting Hu Chris Dyer Eric Xing Taylor Berg-Kirkpatrick 244 277 0 30 May 2018
Hierarchically Structured Reinforcement Learning for Topically Coherent Visual Story Generation Qiuyuan Huang Zhe Gan Asli Celikyilmaz D. Wu Jianfeng Wang Xiaodong He BDL 207 96 0 21 May 2018
Towards Robust Neural Machine Translation Yong Cheng Zhaopeng Tu Fandong Meng Junjie Zhai Yang Liu AAML 158 165 0 16 May 2018
From Credit Assignment to Entropy Regularization: Two New Algorithms for Neural Sequence Prediction Zihang Dai Qizhe Xie Eduard H. Hovy 134 6 0 29 Apr 2018
Deep Learning in Spiking Neural NetworksNeural Networks (NN), 2018 A. Tavanaei M. Ghodrati Saeed Reza Kheradpisheh T. Masquelier Anthony Maida 207 1,216 0 22 Apr 2018
Regularizing RNNs for Caption Generation by Reconstructing The Past with The Present Xinpeng Chen Lin Ma Wenhao Jiang Jian Yao Wen Liu 194 94 0 30 Mar 2018
Neural Text Generation: Past, Present and Beyond Sidi Lu Yaoming Zhu Weinan Zhang Jun Wang Yong Yu 112 72 0 15 Mar 2018
Deep learning algorithm for data-driven simulation of noisy dynamical system K. Yeo Igor Melnyk AI4TS 172 98 0 22 Feb 2018
MPC-Inspired Neural Network Policies for Sequential Decision Making M. Pereira David D. Fan G. N. An Evangelos Theodorou BDL 152 40 0 15 Feb 2018
Progressive Reinforcement Learning with Distillation for Multi-Skilled Motion Control Glen Berseth Kevin Xie Paul Cernek M. van de Panne 113 57 0 13 Feb 2018
MaskGAN: Better Text Generation via Filling in the______ W. Fedus Ian Goodfellow Andrew M. Dai 339 485 0 23 Jan 2018
eCommerceGAN : A Generative Adversarial Network for E-commerce Ashutosh Kumar Arijit Biswas Subhajit Sanyal GAN 106 33 0 10 Jan 2018
Consensus-based Sequence Training for Video Captioning Sang Phan Le G. Henter Yusuke Miyao Shiníchi Satoh 3DV 68 22 0 27 Dec 2017
GibbsNet: Iterative Adversarial Inference for Deep Graphical Models Alex Lamb R. Devon Hjelm Yaroslav Ganin Joseph Paul Cohen Aaron Courville Yoshua Bengio GAN 119 13 0 12 Dec 2017
Text Generation Based on Generative Adversarial Nets with Latent Variable Heng Wang Zengchang Qin T. Wan GAN 163 40 0 01 Dec 2017
A Multi-Horizon Quantile Recurrent Forecaster Ruofeng Wen Kari Torkkola Balakrishnan Narayanaswamy Dhruv Madeka BDL AI4TS 171 488 0 29 Nov 2017
Convolutional Image Captioning J. Aneja Aditya Deshpande Alex Schwing VLM 202 385 0 24 Nov 2017
Are You Talking to Me? Reasoned Visual Dialog Generation through Adversarial Learning Qi Wu Peng Wang Chunhua Shen Ian Reid Anton Van Den Hengel GAN 146 130 0 21 Nov 2017
Vision-and-Language Navigation: Interpreting visually-grounded navigation instructions in real environments Peter Anderson Qi Wu Damien Teney Jake Bruce Mark Johnson Niko Sünderhauf Ian Reid Stephen Gould Anton Van Den Hengel LM&Ro 515 1,523 0 20 Nov 2017
Variational Bi-LSTMs Samira Shabanian Devansh Arpit Adam Trischler Yoshua Bengio DRL 108 28 0 15 Nov 2017
Z-Forcing: Training Stochastic Recurrent Networks Anirudh Goyal Alessandro Sordoni Marc-Alexandre Côté Nan Rosemary Ke Yoshua Bengio BDL 186 193 0 15 Nov 2017
ACtuAL: Actor-Critic Under Adversarial Learning Anirudh Goyal Nan Rosemary Ke Alex Lamb R. Devon Hjelm C. Pal Joelle Pineau Yoshua Bengio GAN 105 9 0 13 Nov 2017
Unsupervised Machine Translation Using Monolingual Corpora Only Guillaume Lample Alexis Conneau Ludovic Denoyer MarcÁurelio Ranzato SSL 389 1,126 0 31 Oct 2017
Stack-Captioning: Coarse-to-Fine Learning for Image Captioning Jiuxiang Gu Jianfei Cai G. Wang Tsuhan Chen 207 187 0 11 Sep 2017
Twin Networks: Matching the Future for Sequence Generation Dmitriy Serdyuk Nan Rosemary Ke Alessandro Sordoni Adam Trischler C. Pal Yoshua Bengio 155 12 0 22 Aug 2017
Parametric Adversarial Divergences are Good Losses for Generative Modeling Gabriel Huang Hugo Berard Ahmed Touati Gauthier Gidel Pascal Vincent Damien Scieur GAN 217 1 0 08 Aug 2017
Neural Sequence Model Training via $α$ -divergence Minimization Sotetsu Koyamada Yuta Kikuchi Atsunori Kanemura S. Maeda S. Ishii 177 0 0 30 Jun 2017
Neural Machine Translation with Gumbel-Greedy Decoding Jiatao Gu Daniel Jiwoong Im Victor O.K. Li 163 40 0 22 Jun 2017
Dipole: Diagnosis Prediction in Healthcare via Attention-based Bidirectional Recurrent Neural Networks Fenglong Ma Radha Chitta Jing Zhou Quanzeng You Tong Sun Jing Gao 158 586 0 19 Jun 2017
Adversarial Feature Matching for Text GenerationInternational Conference on Machine Learning (ICML), 2017 Yizhe Zhang Zhe Gan Kai Fan Zhi Chen Ricardo Henao Dinghan Shen Lawrence Carin GAN 192 348 0 12 Jun 2017
Language Generation with Recurrent Generative Adversarial Networks without Pre-training Ofir Press Amir Bar Ben Bogin Jonathan Berant Lior Wolf GAN 229 104 0 05 Jun 2017
Adversarial Generation of Natural Language Sai Rajeswar Sandeep Subramanian Francis Dutil C. Pal Aaron Courville GAN 85 208 0 31 May 2017
Style Transfer from Non-Parallel Text by Cross-Alignment T. Shen Tao Lei Regina Barzilay Tommi Jaakkola 248 803 0 26 May 2017
On human motion prediction using recurrent neural networks Julieta Martinez Michael J. Black Javier Romero 3DH 195 999 0 06 May 2017
Show, Adapt and Tell: Adversarial Training of Cross-domain Image Captioner Tseng-Hung Chen Yuan-Hong Liao Ching-Yao Chuang W. Hsu Jianlong Fu Min Sun 180 145 0 02 May 2017
Adversarial Neural Machine Translation Lijun Wu Ziheng Lu Li Zhao Fei Tian Tao Qin Jianhuang Lai Tie-Yan Liu GAN AAML 186 135 0 20 Apr 2017
Adversarial Connective-exploiting Networks for Implicit Discourse Relation Classification Lianhui Qin Zhisong Zhang Zhao Hai Zhiting Hu Eric Xing 171 93 0 01 Apr 2017
Simplified End-to-End MMI Training and Voting for ASR L. Fritz D. Burshtein 94 3 0 30 Mar 2017
Improving Neural Machine Translation with Conditional Sequence Generative Adversarial Nets Zhen-Le Yang Wei Chen Feng Wang Bo Xu GAN AI4CE 241 171 0 15 Mar 2017