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"

43 / 293 papers shown

Title
Regularizing RNNs for Caption Generation by Reconstructing The Past with The Present Xinpeng Chen Lin Ma Wenhao Jiang Jian Yao Wen Liu 88 92 0 30 Mar 2018
Neural Text Generation: Past, Present and Beyond Sidi Lu Yaoming Zhu Weinan Zhang Jun Wang Yong Yu 69 69 0 15 Mar 2018
Deep learning algorithm for data-driven simulation of noisy dynamical system K. Yeo Igor Melnyk AI4TS 98 94 0 22 Feb 2018
MPC-Inspired Neural Network Policies for Sequential Decision Making M. Pereira David D. Fan G. N. An Evangelos Theodorou BDL 89 38 0 15 Feb 2018
Progressive Reinforcement Learning with Distillation for Multi-Skilled Motion Control Glen Berseth Kevin Xie Paul Cernek M. van de Panne 87 56 0 13 Feb 2018
MaskGAN: Better Text Generation via Filling in the______ W. Fedus Ian Goodfellow Andrew M. Dai 123 470 0 23 Jan 2018
eCommerceGAN : A Generative Adversarial Network for E-commerce Ashutosh Kumar Arijit Biswas Subhajit Sanyal GAN 54 31 0 10 Jan 2018
Consensus-based Sequence Training for Video Captioning Sang Phan Le G. Henter Yusuke Miyao Shiníchi Satoh 3DV 27 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 70 13 0 12 Dec 2017
Text Generation Based on Generative Adversarial Nets with Latent Variable Heng Wang Zengchang Qin T. Wan GAN 61 39 0 01 Dec 2017
A Multi-Horizon Quantile Recurrent Forecaster Ruofeng Wen Kari Torkkola Balakrishnan Narayanaswamy Dhruv Madeka BDL AI4TS 65 433 0 29 Nov 2017
Convolutional Image Captioning J. Aneja Aditya Deshpande Alex Schwing VLM 137 361 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 77 129 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 160 1,325 0 20 Nov 2017
Variational Bi-LSTMs Samira Shabanian Devansh Arpit Adam Trischler Yoshua Bengio DRL 65 26 0 15 Nov 2017
Z-Forcing: Training Stochastic Recurrent Networks Anirudh Goyal Alessandro Sordoni Marc-Alexandre Côté Nan Rosemary Ke Yoshua Bengio BDL 93 186 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 47 9 0 13 Nov 2017
Unsupervised Machine Translation Using Monolingual Corpora Only Guillaume Lample Alexis Conneau Ludovic Denoyer MarcÁurelio Ranzato SSL 168 1,098 0 31 Oct 2017
Stack-Captioning: Coarse-to-Fine Learning for Image Captioning Jiuxiang Gu Jianfei Cai G. Wang Tsuhan Chen 110 181 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 56 12 0 22 Aug 2017
Parametric Adversarial Divergences are Good Losses for Generative Modeling Gabriel Huang Hugo Berard Ahmed Touati Gauthier Gidel Pascal Vincent Simon Lacoste-Julien GAN 36 1 0 08 Aug 2017
Neural Sequence Model Training via $α$ -divergence Minimization Sotetsu Koyamada Yuta Kikuchi Atsunori Kanemura S. Maeda S. Ishii 102 0 0 30 Jun 2017
Neural Machine Translation with Gumbel-Greedy Decoding Jiatao Gu Daniel Jiwoong Im Victor O.K. Li 95 36 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 74 559 0 19 Jun 2017
Adversarial Feature Matching for Text Generation Yizhe Zhang Zhe Gan Kai Fan Zhi Chen Ricardo Henao Dinghan Shen Lawrence Carin GAN 102 334 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 127 104 0 05 Jun 2017
Adversarial Generation of Natural Language Sai Rajeswar Sandeep Subramanian Francis Dutil C. Pal Aaron Courville GAN 79 205 0 31 May 2017
Style Transfer from Non-Parallel Text by Cross-Alignment T. Shen Tao Lei Regina Barzilay Tommi Jaakkola 131 776 0 26 May 2017
On human motion prediction using recurrent neural networks Julieta Martinez Michael J. Black Javier Romero 3DH 106 939 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 105 142 0 02 May 2017
Adversarial Neural Machine Translation Lijun Wu Yingce Xia Li Zhao Fei Tian Tao Qin Jianhuang Lai Tie-Yan Liu GAN AAML 94 134 0 20 Apr 2017
Adversarial Connective-exploiting Networks for Implicit Discourse Relation Classification Lianhui Qin Zhisong Zhang Zhao Hai Zhiting Hu Eric Xing 69 92 0 01 Apr 2017
Simplified End-to-End MMI Training and Voting for ASR L. Fritz D. Burshtein 48 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 89 170 0 15 Mar 2017
Boundary-Seeking Generative Adversarial Networks R. Devon Hjelm Athul Paul Jacob Tong Che Adam Trischler Kyunghyun Cho Yoshua Bengio GAN 99 170 0 27 Feb 2017
Maximum-Likelihood Augmented Discrete Generative Adversarial Networks Tong Che Yanran Li Ruixiang Zhang R. Devon Hjelm Wenjie Li Yangqiu Song Yoshua Bengio GAN 79 235 0 26 Feb 2017
Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning Briland Hitaj G. Ateniese Fernando Perez-Cruz FedML 151 1,416 0 24 Feb 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 309 1,549 0 25 Jan 2017
Adversarial Learning for Neural Dialogue Generation Jiwei Li Will Monroe Tianlin Shi Sébastien Jean Alan Ritter Dan Jurafsky 109 899 0 23 Jan 2017
Towards Principled Methods for Training Generative Adversarial Networks Martín Arjovsky M. Nault GAN 87 2,112 0 17 Jan 2017
Adversarial Message Passing For Graphical Models Theofanis Karaletsos GAN 82 29 0 15 Dec 2016
Self-critical Sequence Training for Image Captioning Steven J. Rennie E. Marcheret Youssef Mroueh Jerret Ross Vaibhava Goel 111 1,894 0 02 Dec 2016
Recurrent Memory Addressing for describing videos A. Jain Abhinav Agarwalla Kumar Krishna Agrawal Pabitra Mitra 62 10 0 20 Nov 2016