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"

50 / 291 papers shown

Title
Parallel Scheduled Sampling Daniel Duckworth Arvind Neelakantan Ben Goodrich Lukasz Kaiser Samy Bengio 25 23 0 11 Jun 2019
Towards conceptual generalization in the embedding space Luka Nenadović Vladimir Prelovac 14 0 0 05 Jun 2019
Masked Non-Autoregressive Image Captioning Junlong Gao Xi Meng Shiqi Wang Xia Li Shanshe Wang Siwei Ma Wen Gao 11 36 0 03 Jun 2019
Multivariate, Multistep Forecasting, Reconstruction and Feature Selection of Ocean Waves via Recurrent and Sequence-to-Sequence Networks Mohammad Pirhooshyaran L. Snyder AI4TS 19 7 0 01 Jun 2019
Exposure Bias versus Self-Recovery: Are Distortions Really Incremental for Autoregressive Text Generation? Tianxing He Jingzhao Zhang Zhiming Zhou James R. Glass 32 32 0 25 May 2019
Point-less: More Abstractive Summarization with Pointer-Generator Networks Freek Boutkan Jorn Ranzijn David Rau E. V. D. Wel 24 6 0 18 Apr 2019
Self-critical n-step Training for Image Captioning Junlong Gao Shiqi Wang Shanshe Wang Siwei Ma Wen Gao 14 55 0 15 Apr 2019
A New GAN-based End-to-End TTS Training Algorithm Haohan Guo Frank Soong Lei He Lei Xie 24 47 0 09 Apr 2019
Bilingual-GAN: A Step Towards Parallel Text Generation Ahmad Rashid Alan Do-Omri Md. Akmal Haidar Qun Liu Mehdi Rezagholizadeh 14 208 0 09 Apr 2019
Multi-Modal Generative Adversarial Network for Short Product Title Generation in Mobile E-Commerce Jianguo Zhang Pengcheng Zou Zhao Li Yao Wan Xiuming Pan Yu Gong Philip S. Yu 32 28 0 03 Apr 2019
Using Monolingual Data in Neural Machine Translation: a Systematic Study Franck Burlot François Yvon 11 97 0 27 Mar 2019
Counterpoint by Convolution Cheng-Zhi Anna Huang Tim Cooijmans Adam Roberts Aaron Courville Douglas Eck BDL 21 149 0 18 Mar 2019
Learning Dynamics Model in Reinforcement Learning by Incorporating the Long Term Future Nan Rosemary Ke Amanpreet Singh Ahmed Touati Anirudh Goyal Yoshua Bengio Devi Parikh Dhruv Batra 25 48 0 05 Mar 2019
An Editorial Network for Enhanced Document Summarization E. Moroshko Guy Feigenblat Haggai Roitman D. Konopnicki 17 12 0 27 Feb 2019
Human Motion Prediction via Learning Local Structure Representations and Temporal Dependencies Xiao Guo Jongmoo Choi 3DH 16 96 0 20 Feb 2019
STCN: Stochastic Temporal Convolutional Networks Emre Aksan Otmar Hilliges BDL 11 61 0 18 Feb 2019
Actions Generation from Captions Xuan Liang Yida Xu 6 0 0 14 Feb 2019
Fast Transient Simulation of High-Speed Channels Using Recurrent Neural Network Thong Nguyen Tianjian Lu Ken Wu J. Schutt-Ainé 13 18 0 25 Jan 2019
Improving Sequence-to-Sequence Learning via Optimal Transport Liqun Chen Yizhe Zhang Ruiyi Zhang Chenyang Tao Zhe Gan Haichao Zhang Bai Li Dinghan Shen Changyou Chen Lawrence Carin OT 11 92 0 18 Jan 2019
Judge the Judges: A Large-Scale Evaluation Study of Neural Language Models for Online Review Generation Cristina Garbacea Samuel Carton Shiyan Yan Qiaozhu Mei ELM 25 29 0 02 Jan 2019
A Tutorial on Deep Latent Variable Models of Natural Language Yoon Kim Sam Wiseman Alexander M. Rush BDL VLM 30 42 0 17 Dec 2018
Transferable Natural Language Interface to Structured Queries aided by Adversarial Generation Hongyu Xiong R.-H. Sun 16 17 0 04 Dec 2018
Learning Latent Dynamics for Planning from Pixels Danijar Hafner Timothy Lillicrap Ian S. Fischer Ruben Villegas David R Ha Honglak Lee James Davidson BDL 16 1,394 0 12 Nov 2018
Adversarially-Trained Normalized Noisy-Feature Auto-Encoder for Text Generation Xiang Zhang Yann LeCun 14 0 0 10 Nov 2018
A novel pyramidal-FSMN architecture with lattice-free MMI for speech recognition Xuerui Yang Jiwei Li Xi Zhou 14 15 0 26 Oct 2018
Point Cloud GAN Chun-Liang Li Manzil Zaheer Yang Zhang Barnabás Póczós Ruslan Salakhutdinov 3DPC 10 209 0 13 Oct 2018
Adversarial Text Generation Without Reinforcement Learning David Donahue Anna Rumshisky GAN 6 29 0 11 Oct 2018
Seq2Slate: Re-ranking and Slate Optimization with RNNs Irwan Bello Sayali Kulkarni Sagar Jain Craig Boutilier Ed H. Chi Elad Eban Xiyang Luo Alan Mackey Ofer Meshi 25 91 0 04 Oct 2018
Auto-conditioned Recurrent Mixture Density Networks for Learning Generalizable Robot Skills Hejia Zhang Eric Heiden Stefanos Nikolaidis Joseph J. Lim Gaurav Sukhatme 4 10 0 29 Sep 2018
SALSA-TEXT : self attentive latent space based adversarial text generation Jules Gagnon-Marchand Hamed Sadeghi Md. Akmal Haidar Mehdi Rezagholizadeh 11 18 0 28 Sep 2018
FRAGE: Frequency-Agnostic Word Representation Chengyue Gong Di He Xu Tan Tao Qin Liwei Wang Tie-Yan Liu OOD 26 144 0 18 Sep 2018
Generating Informative and Diverse Conversational Responses via Adversarial Information Maximization Yizhe Zhang Michel Galley Jianfeng Gao Zhe Gan Xiujun Li Chris Brockett W. Dolan 32 294 0 16 Sep 2018
Greedy Search with Probabilistic N-gram Matching for Neural Machine Translation Chenze Shao Yang Feng Xilin Chen 17 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 23 173 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 P. Xing VLM 12 56 0 04 Sep 2018
Adversarial Decomposition of Text Representation Alexey Romanov Anna Rumshisky Anna Rogers David Donahue 18 43 0 27 Aug 2018
Improving Abstraction in Text Summarization Wojciech Kry'sciñski Romain Paulus Caiming Xiong R. Socher 16 147 0 23 Aug 2018
Machine Learning for Spatiotemporal Sequence Forecasting: A Survey Xingjian Shi Dit-Yan Yeung AI4TS 27 86 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 64 78 0 14 Jun 2018
Deep State Space Models for Unconditional Word Generation Florian Schmidt Thomas Hofmann 14 14 0 12 Jun 2018
Temporal Difference Variational Auto-Encoder Karol Gregor George Papamakarios F. Besse Lars Buesing Theophane Weber DRL 24 126 0 08 Jun 2018
Multi-turn Dialogue Response Generation in an Adversarial Learning Framework O. Olabiyi A. Salimov Anish Khazane Erik T. Mueller GAN 12 31 0 30 May 2018
Unsupervised Text Style Transfer using Language Models as Discriminators Zichao Yang Zhiting Hu Chris Dyer Eric P. Xing Taylor Berg-Kirkpatrick 18 269 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 19 91 0 21 May 2018
Towards Robust Neural Machine Translation Yong Cheng Zhaopeng Tu Fandong Meng Junjie Zhai Yang Liu AAML 17 161 0 16 May 2018
From Credit Assignment to Entropy Regularization: Two New Algorithms for Neural Sequence Prediction Zihang Dai Qizhe Xie Eduard H. Hovy 24 6 0 29 Apr 2018
Deep Learning in Spiking Neural Networks A. Tavanaei M. Ghodrati Saeed Reza Kheradpisheh T. Masquelier Anthony Maida 12 1,056 0 22 Apr 2018
Regularizing RNNs for Caption Generation by Reconstructing The Past with The Present Xinpeng Chen Lin Ma Wenhao Jiang Jian Yao Wei Liu 17 92 0 30 Mar 2018
Neural Text Generation: Past, Present and Beyond Sidi Lu Yaoming Zhu Weinan Zhang Jun Wang Yong Yu 9 69 0 15 Mar 2018
Deep learning algorithm for data-driven simulation of noisy dynamical system K. Yeo Igor Melnyk AI4TS 21 93 0 22 Feb 2018