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
Semi-Implicit Stochastic Recurrent Neural NetworksIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019 Ehsan Hajiramezanali Arman Hasanzadeh N. Duffield Krishna R. Narayanan Mingyuan Zhou Xiaoning Qian BDL 98 5 0 28 Oct 2019
KuroNet: Pre-Modern Japanese Kuzushiji Character Recognition with Deep LearningIEEE International Conference on Document Analysis and Recognition (ICDAR), 2019 Tarin Clanuwat Alex Lamb A. Kitamoto 99 49 0 21 Oct 2019
Generalization in Generation: A closer look at Exposure BiasConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Florian Schmidt 183 105 0 01 Oct 2019
Policy Message Passing: A New Algorithm for Probabilistic Graph Inference Zhiwei Deng Greg Mori 94 0 0 29 Sep 2019
Attention Forcing for Sequence-to-sequence Model Training Qingyun Dou Yiting Lu Joshua Efiong Mark Gales 137 6 0 26 Sep 2019
What Makes A Good Story? Designing Composite Rewards for Visual StorytellingAAAI Conference on Artificial Intelligence (AAAI), 2019 Junjie Hu Yu Cheng Zhe Gan Jingjing Liu Jianfeng Gao Graham Neubig 149 71 0 11 Sep 2019
Adversarial Bootstrapping for Dialogue Model Training O. Olabiyi Erik T. Mueller Christopher Larson Tarek Lahlou 103 1 0 03 Sep 2019
Deep Reinforcement Learning with Distributional Semantic Rewards for Abstractive SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Siyao Li Deren Lei Pengda Qin William Yang Wang 115 46 0 31 Aug 2019
A Semantics-Assisted Video Captioning Model Trained with Scheduled SamplingFrontiers in Robotics and AI (Front. Robot. AI), 2019 Haoran Chen Ke Lin A. Maye Jianmin Li Xiaoling Hu 149 51 0 31 Aug 2019
Reflective Decoding Network for Image CaptioningIEEE International Conference on Computer Vision (ICCV), 2019 Lei Ke Wenjie Pei Ruiyu Li Xiaoyong Shen Yu-Wing Tai ObjD 154 104 0 30 Aug 2019
Autoregressive Text Generation Beyond Feedback LoopsConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Florian Schmidt Stephan Mandt Thomas Hofmann AI4TS 122 14 0 30 Aug 2019
TAPER: Time-Aware Patient EHR RepresentationIEEE journal of biomedical and health informatics (IEEE JBHI), 2019 Sajad Darabi Mohammad Kachuee Shayan Fazeli Majid Sarrafzadeh 173 63 0 11 Aug 2019
DLGNet: A Transformer-based Model for Dialogue Response Generation O. Olabiyi Erik T. Mueller 174 13 0 26 Jul 2019
Deep Learning for Time Series Forecasting: The Electric Load CaseCAAI Transactions on Intelligence Technology (TCIT), 2019 Alberto Gasparin S. Lukovic Cesare Alippi AI4TS 144 260 0 22 Jul 2019
Hierarchical Sequence to Sequence Voice Conversion with Limited Data P. Narayanan Punarjay Chakravarty F. Charette G. Puskorius 96 3 0 15 Jul 2019
Self-Supervised Dialogue LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Jiawei Wu Xin Eric Wang William Yang Wang SSL 121 61 0 30 Jun 2019
DAL: Dual Adversarial Learning for Dialogue Generation Shaobo Cui Rongzhong Lian Chen Zhang Wailing Ng Siqi Bao Yong Jiang 140 22 0 23 Jun 2019
Learning Powerful Policies by Using Consistent Dynamics Model Shagun Sodhani Anirudh Goyal T. Deleu Yoshua Bengio Sergey Levine Jian Tang OffRL 96 5 0 11 Jun 2019
Parallel Scheduled Sampling Daniel Duckworth Arvind Neelakantan Ben Goodrich Lukasz Kaiser Samy Bengio 140 24 0 11 Jun 2019
Towards conceptual generalization in the embedding space Luka Nenadović Vladimir Prelovac 61 0 0 05 Jun 2019
Masked Non-Autoregressive Image Captioning Junlong Gao Xi Meng Shiqi Wang Xia Li Shanshe Wang Siwei Ma Wen Gao 137 43 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 128 8 0 01 Jun 2019
Exposure Bias versus Self-Recovery: Are Distortions Really Incremental for Autoregressive Text Generation?Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Tianxing He Jingzhao Zhang Zhiming Zhou James R. Glass 405 41 0 25 May 2019
Point-less: More Abstractive Summarization with Pointer-Generator Networks Freek Boutkan Jorn Ranzijn David Rau E. V. D. Wel 122 6 0 18 Apr 2019
Self-critical n-step Training for Image Captioning Junlong Gao Shiqi Wang Shanshe Wang Siwei Ma Wen Gao 161 60 0 15 Apr 2019
A New GAN-based End-to-End TTS Training Algorithm Haohan Guo Frank Soong Lei He Lei Xie 141 48 0 09 Apr 2019
Bilingual-GAN: A Step Towards Parallel Text Generation Ahmad Rashid Alan Do-Omri Md. Akmal Haidar Qun Liu Mehdi Rezagholizadeh 146 204 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 244 28 0 03 Apr 2019
Using Monolingual Data in Neural Machine Translation: a Systematic Study Franck Burlot François Yvon 112 103 0 27 Mar 2019
Counterpoint by ConvolutionInternational Society for Music Information Retrieval Conference (ISMIR), 2019 Cheng-Zhi Anna Huang Tim Cooijmans Adam Roberts Aaron Courville Douglas Eck BDL 172 158 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 133 53 0 05 Mar 2019
An Editorial Network for Enhanced Document SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 E. Moroshko Guy Feigenblat Haggai Roitman D. Konopnicki 127 12 0 27 Feb 2019
Human Motion Prediction via Learning Local Structure Representations and Temporal Dependencies Xiao Guo Jongmoo Choi 3DH 144 100 0 20 Feb 2019
STCN: Stochastic Temporal Convolutional Networks Emre Aksan Otmar Hilliges BDL 152 67 0 18 Feb 2019
Actions Generation from Captions Xuan Liang Yida Xu 54 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 56 21 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 147 95 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 197 31 0 02 Jan 2019
A Tutorial on Deep Latent Variable Models of Natural Language Yoon Kim Sam Wiseman Alexander M. Rush BDL VLM 202 44 0 17 Dec 2018
Transferable Natural Language Interface to Structured Queries aided by Adversarial Generation Hongyu Xiong R.-H. Sun 125 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 603 1,622 0 12 Nov 2018
Adversarially-Trained Normalized Noisy-Feature Auto-Encoder for Text Generation Xiang Zhang Yann LeCun 71 0 0 10 Nov 2018
A novel pyramidal-FSMN architecture with lattice-free MMI for speech recognition Xuerui Yang Jiwei Li Xi Zhou 145 15 0 26 Oct 2018
Point Cloud GAN Chun-Liang Li Manzil Zaheer Yang Zhang Barnabás Póczós Ruslan Salakhutdinov 3DPC 184 225 0 13 Oct 2018
Adversarial Text Generation Without Reinforcement Learning David Donahue Anna Rumshisky GAN 170 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 258 103 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 346 11 0 29 Sep 2018
SALSA-TEXT : self attentive latent space based adversarial text generation Jules Gagnon-Marchand Hamed Sadeghi Md. Akmal Haidar Mehdi Rezagholizadeh 151 20 0 28 Sep 2018
FRAGE: Frequency-Agnostic Word Representation Chengyue Gong Di He Xu Tan Tao Qin Liwei Wang Tie-Yan Liu OOD 182 147 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 330 308 0 16 Sep 2018