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
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 14 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 19 2 0 22 Dec 2021
Survey of Generative Methods for Social Media Analysis Stan Matwin Aristides Milios P. Prałat Amílcar Soares Franccois Théberge 21 3 0 13 Dec 2021
Sparsely Changing Latent States for Prediction and Planning in Partially Observable Domains Christian Gumbsch Martin Volker Butz Georg Martius AI4CE 20 21 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 44 36 0 11 Oct 2021
On the Difficulty of Segmenting Words with Attention Ramon Sanabria Hao Tang Sharon Goldwater 28 5 0 21 Sep 2021
Relating Neural Text Degeneration to Exposure Bias Ting-Rui Chiang Yun-Nung Chen 45 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 118 26 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 32 2 0 10 Sep 2021
Teaching Autoregressive Language Models Complex Tasks By Demonstration Gabriel Recchia 26 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 18 49 0 26 Aug 2021
ImageBART: Bidirectional Context with Multinomial Diffusion for Autoregressive Image Synthesis Patrick Esser Robin Rombach A. Blattmann Bjorn Ommer DiffM 24 156 0 19 Aug 2021
Policy Gradients Incorporating the Future David Venuto Elaine Lau Doina Precup Ofir Nachum OffRL 11 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 19 56 0 26 Jul 2021
Mixed Cross Entropy Loss for Neural Machine Translation Haoran Li Wei Lu 16 16 0 30 Jun 2021
A Survey on Neural Speech Synthesis Xu Tan Tao Qin Frank Soong Tie-Yan Liu AI4TS 18 352 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 47 45 0 26 Jun 2021
Sequence-Level Training for Non-Autoregressive Neural Machine Translation Chenze Shao Yang Feng Jinchao Zhang Fandong Meng Jie Zhou 26 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 9 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 27 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 13 29 0 08 Jun 2021
AgreeSum: Agreement-Oriented Multi-Document Summarization Richard Yuanzhe Pang Á. Lelkes Vinh Q. Tran Cong Yu 8 16 0 04 Jun 2021
Proving Equivalence Between Complex Expressions Using Graph-to-Sequence Neural Models Steven J Kommrusch Théo Barollet L. Pouchet 11 5 0 01 Jun 2021
Non-Autoregressive vs Autoregressive Neural Networks for System Identification Daniel Weber C. Gühmann 19 7 0 05 May 2021
Can Latent Alignments Improve Autoregressive Machine Translation? Adi Haviv Lior Vassertail Omer Levy 13 5 0 19 Apr 2021
Attention Forcing for Machine Translation Qingyun Dou Yiting Lu Potsawee Manakul Xixin Wu Mark J. F. Gales 23 7 0 02 Apr 2021
Improved Autoregressive Modeling with Distribution Smoothing Chenlin Meng Jiaming Song Yang Song Shengjia Zhao Stefano Ermon DiffM 17 23 0 28 Mar 2021
Structured Co-reference Graph Attention for Video-grounded Dialogue Junyeong Kim Sunjae Yoon Dahyun Kim Chang-Dong Yoo 18 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 25 1 0 22 Mar 2021
Hybrid Physics and Deep Learning Model for Interpretable Vehicle State Prediction Alexandra Baier Zeyd Boukhers Steffen Staab 13 9 0 11 Mar 2021
A Brief Introduction to Generative Models Alex Lamb GAN VLM 14 16 0 27 Feb 2021
Deep Structured Reactive Planning Jerry Liu Wenyuan Zeng R. Urtasun Ersin Yumer 72 30 0 18 Jan 2021
Adversarial Machine Learning in Text Analysis and Generation I. Alsmadi AAML 12 5 0 14 Jan 2021
A Neural Question Answering System for Basic Questions about Subroutines Aakash Bansal Zachary Eberhart Lingfei Wu Collin McMillan 15 11 0 11 Jan 2021
Temporal LiDAR Frame Prediction for Autonomous Driving David Deng A. Zakhor 3DPC 11 14 0 17 Dec 2020
Learning to Transfer Visual Effects from Videos to Images Christopher Thomas Yale Song Adriana Kovashka 14 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 9 5 0 01 Dec 2020
Language-guided Navigation via Cross-Modal Grounding and Alternate Adversarial Learning Weixia Zhang Chao Ma Qi Wu Xiaokang Yang 36 44 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 21 28 0 18 Nov 2020
ArraMon: A Joint Navigation-Assembly Instruction Interpretation Task in Dynamic Environments Hyounghun Kim Abhaysinh Zala Graham Burri Hao Tan Mohit Bansal LM&Ro 19 16 0 15 Nov 2020
Motion Generation Using Bilateral Control-Based Imitation Learning with Autoregressive Learning Ayumu Sasagawa S. Sakaino T. Tsuji 6 24 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 14 3 0 10 Nov 2020
Topic-Preserving Synthetic News Generation: An Adversarial Deep Reinforcement Learning Approach Ahmadreza Mosallanezhad Kai Shu Huan Liu 6 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 42 26 0 24 Oct 2020
Rescuing neural spike train models from bad MLE Diego M. Arribas Yuan Zhao Il Memming Park 24 8 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 17 102 0 22 Oct 2020
Variational Dynamic Mixtures Chen Qiu Stephan Mandt Maja R. Rudolph BDL AI4TS 16 2 0 20 Oct 2020
Positioning yourself in the maze of Neural Text Generation: A Task-Agnostic Survey Khyathi Raghavi Chandu A. Black 18 0 0 14 Oct 2020
Improving Text Generation with Student-Forcing Optimal Transport Guoyin Wang Chunyuan Li Jianqiao Li Hao Fu Yuh-Chen Lin ... Ruiyi Zhang Wenlin Wang Dinghan Shen Qian Yang Lawrence Carin OT 22 17 0 12 Oct 2020
PECOS: Prediction for Enormous and Correlated Output Spaces Hsiang-Fu Yu Kai Zhong Jiong Zhang Wei-Cheng Chang Inderjit S. Dhillon 19 84 0 12 Oct 2020