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
Generalizing to New Physical Systems via Context-Informed Dynamics Model Matthieu Kirchmeyer Yuan Yin Jérémie Donà Nicolas Baskiotis A. Rakotomamonjy Patrick Gallinari OOD AI4CE 162 37 0 01 Feb 2022
A Unified Approach to Entity-Centric Context Tracking in Social Conversations Ulrich Ruckert Srinivas Sunkara Abhinav Rastogi Sushant Prakash Pranav Khaitan 30 2 0 28 Jan 2022
Cross-modal Contrastive Distillation for Instructional Activity Anticipation Zhengyuan Yang Jingen Liu Jing-ling Huang Xiaodong He Tao Mei Chenliang Xu Jiebo Luo 72 6 0 18 Jan 2022
PAEG: Phrase-level Adversarial Example Generation for Neural Machine Translation Juncheng Wan Jian Yang Shuming Ma Dongdong Zhang Weinan Zhang Yong Yu Zhoujun Li SILM AAML 71 5 0 06 Jan 2022
Collaborative adversary nodes learning on the logs of IoT devices in an IoT network Sandhya Aneja Melanie Ang Xuan En Nagender Aneja 40 2 0 22 Dec 2021
Survey of Generative Methods for Social Media Analysis Stan Matwin Aristides Milios P. Prałat Amilcar Soares Franccois Théberge 62 4 0 13 Dec 2021
Sparsely Changing Latent States for Prediction and Planning in Partially Observable Domains Christian Gumbsch Martin Volker Butz Georg Martius AI4CE 83 22 0 29 Oct 2021
Unsupervised Neural Machine Translation with Generative Language Models Only Jesse Michael Han Igor Babuschkin Harrison Edwards Arvind Neelakantan Tao Xu ... Alex Ray Pranav Shyam Aditya A. Ramesh Alec Radford Ilya Sutskever 110 37 0 11 Oct 2021
On the Difficulty of Segmenting Words with Attention Ramon Sanabria Hao Tang Sharon Goldwater 79 5 0 21 Sep 2021
Relating Neural Text Degeneration to Exposure Bias Ting-Rui Chiang Yun-Nung Chen 100 17 0 17 Sep 2021
PETGEN: Personalized Text Generation Attack on Deep Sequence Embedding-based Classification Models Bing He M. Ahamad Srijan Kumar SILM AAML 414 29 0 14 Sep 2021
Generating Self-Contained and Summary-Centric Question Answer Pairs via Differentiable Reward Imitation Learning Li Zhou Kevin Small Yong Zhang Sandeep Atluri 81 2 0 10 Sep 2021
Teaching Autoregressive Language Models Complex Tasks By Demonstration Gabriel Recchia 79 22 0 05 Sep 2021
SASRA: Semantically-aware Spatio-temporal Reasoning Agent for Vision-and-Language Navigation in Continuous Environments Muhammad Zubair Irshad Niluthpol Chowdhury Mithun Zachary Seymour Han-Pang Chiu S. Samarasekera Rakesh Kumar LM&Ro 84 51 0 26 Aug 2021
ImageBART: Bidirectional Context with Multinomial Diffusion for Autoregressive Image Synthesis Patrick Esser Robin Rombach A. Blattmann Bjorn Ommer DiffM 107 162 0 19 Aug 2021
Policy Gradients Incorporating the Future David Venuto Elaine Lau Doina Precup Ofir Nachum OffRL 97 9 0 04 Aug 2021
Joint Visual Semantic Reasoning: Multi-Stage Decoder for Text Recognition A. Bhunia Aneeshan Sain Amandeep Kumar S. Ghose Pinaki Nath Chowdhury Yi-Zhe Song 112 56 0 26 Jul 2021
Mixed Cross Entropy Loss for Neural Machine Translation Haoran Li Wei Lu 64 16 0 30 Jun 2021
A Survey on Neural Speech Synthesis Xu Tan Tao Qin Frank Soong Tie-Yan Liu AI4TS 133 359 0 29 Jun 2021
Core Challenges in Embodied Vision-Language Planning Jonathan M Francis Nariaki Kitamura Felix Labelle Xiaopeng Lu Ingrid Navarro Jean Oh LM&Ro 144 48 0 26 Jun 2021
Sequence-Level Training for Non-Autoregressive Neural Machine Translation Chenze Shao Yang Feng Jinchao Zhang Fandong Meng Jie Zhou 79 28 0 15 Jun 2021
Predicting the Ordering of Characters in Japanese Historical Documents Alex Lamb Tarin Clanuwat Siyu Han Mikel Bober-Irizar A. Kitamoto 114 0 0 12 Jun 2021
To Beam Or Not To Beam: That is a Question of Cooperation for Language GANs Thomas Scialom Paul-Alexis Dray Sylvain Lamprier Benjamin Piwowarski Jacopo Staiano 62 19 0 11 Jun 2021
LEADS: Learning Dynamical Systems that Generalize Across Environments Yuan Yin Ibrahim Ayed Emmanuel de Bézenac Nicolas Baskiotis Patrick Gallinari OOD 75 34 0 08 Jun 2021
AgreeSum: Agreement-Oriented Multi-Document Summarization Richard Yuanzhe Pang Á. Lelkes Vinh Q. Tran Cong Yu 53 17 0 04 Jun 2021
Proving Equivalence Between Complex Expressions Using Graph-to-Sequence Neural Models Steven J Kommrusch Théo Barollet L. Pouchet 32 5 0 01 Jun 2021
Non-Autoregressive vs Autoregressive Neural Networks for System Identification Daniel Weber C. Gühmann 52 7 0 05 May 2021
Can Latent Alignments Improve Autoregressive Machine Translation? Adi Haviv Lior Vassertail Omer Levy 44 5 0 19 Apr 2021
Attention Forcing for Machine Translation Qingyun Dou Yiting Lu Potsawee Manakul Xixin Wu Mark Gales 60 7 0 02 Apr 2021
Improved Autoregressive Modeling with Distribution Smoothing Chenlin Meng Jiaming Song Yang Song Shengjia Zhao Stefano Ermon DiffM 72 23 0 28 Mar 2021
Structured Co-reference Graph Attention for Video-grounded Dialogue Junyeong Kim Sunjae Yoon Dahyun Kim Chang D. Yoo 63 26 0 24 Mar 2021
$Alleviate Exposure Bias in Sequence Prediction \\ with Recurrent Neural Networks$ Alleviate Exposure Bias in Sequence Prediction \\ with Recurrent Neural Networks Liping Yuan Jiangtao Feng Xiaoqing Zheng Xuanjing Huang 33 1 0 22 Mar 2021
Hybrid Physics and Deep Learning Model for Interpretable Vehicle State Prediction Alexandra Baier Zeyd Boukhers Steffen Staab 40 11 0 11 Mar 2021
A Brief Introduction to Generative Models Alex Lamb GAN VLM 85 16 0 27 Feb 2021
Deep Structured Reactive Planning Jerry Liu Wenyuan Zeng R. Urtasun Ersin Yumer 127 30 0 18 Jan 2021
Adversarial Machine Learning in Text Analysis and Generation I. Alsmadi AAML 112 5 0 14 Jan 2021
A Neural Question Answering System for Basic Questions about Subroutines Aakash Bansal Zachary Eberhart Lingfei Wu Collin McMillan 38 12 0 11 Jan 2021
Temporal LiDAR Frame Prediction for Autonomous Driving David Deng A. Zakhor 3DPC 53 14 0 17 Dec 2020
Learning to Transfer Visual Effects from Videos to Images Christopher Thomas Yale Song Adriana Kovashka 50 2 0 03 Dec 2020
Forecasting Black Sigatoka Infection Risks with Latent Neural ODEs Yuchen Wang M. Chee Ziyad Edher Minh-Duc Hoang Shion Fujimori S. Kathirgamanathan J. Bettencourt 23 5 0 01 Dec 2020
Language-guided Navigation via Cross-Modal Grounding and Alternate Adversarial Learning Weixia Zhang Chao Ma Qi Wu Xiaokang Yang 99 45 0 22 Nov 2020
CAA-Net: Conditional Atrous CNNs with Attention for Explainable Device-robust Acoustic Scene Classification Zhao Ren Qiuqiang Kong Jing Han Mark D. Plumbley Björn W. Schuller 61 29 0 18 Nov 2020
ArraMon: A Joint Navigation-Assembly Instruction Interpretation Task in Dynamic Environments Hyounghun Kim Abhaysinh Zala Graham Burri Hao Tan Joey Tianyi Zhou LM&Ro 74 17 0 15 Nov 2020
Motion Generation Using Bilateral Control-Based Imitation Learning with Autoregressive Learning Ayumu Sasagawa S. Sakaino T. Tsuji 68 25 0 12 Nov 2020
From Unsupervised Machine Translation To Adversarial Text Generation Ahmad Rashid Alan Do-Omri Md. Akmal Haidar Qun Liu Mehdi Rezagholizadeh GAN 43 3 0 10 Nov 2020
Topic-Preserving Synthetic News Generation: An Adversarial Deep Reinforcement Learning Approach Ahmadreza Mosallanezhad Kai Shu Huan Liu 48 10 0 30 Oct 2020
Text Style Transfer: A Review and Experimental Evaluation Zhiqiang Hu Roy Ka-wei Lee Charu C. Aggarwal Aston Zhang AI4TS 126 27 0 24 Oct 2020
Rescuing neural spike train models from bad MLE Diego M. Arribas Yuan Zhao Il Memming Park 74 9 0 23 Oct 2020
Parallel Tacotron: Non-Autoregressive and Controllable TTS Isaac Elias Heiga Zen Jonathan Shen Yu Zhang Ye Jia Ron J. Weiss Yonghui Wu DRL 76 103 0 22 Oct 2020
Variational Dynamic Mixtures Chen Qiu Stephan Mandt Maja R. Rudolph BDL AI4TS 62 2 0 20 Oct 2020