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 / 309 papers shown

Title
Flipped Classroom: Effective Teaching for Time Series Forecasting P. Teutsch Patrick Mäder AI4TS 129 11 0 17 Oct 2022
MAPL: Parameter-Efficient Adaptation of Unimodal Pre-Trained Models for Vision-Language Few-Shot PromptingConference of the European Chapter of the Association for Computational Linguistics (EACL), 2022 Oscar Manas Pau Rodríguez López Saba Ahmadi Aida Nematzadeh Yash Goyal Aishwarya Agrawal VLM VPVLM 213 58 0 13 Oct 2022
GT-GAN: General Purpose Time Series Synthesis with Generative Adversarial NetworksNeural Information Processing Systems (NeurIPS), 2022 Jinsung Jeon Jeonghak Kim Haryong Song Seunghyeon Cho Noseong Park AI4TS 367 60 0 05 Oct 2022
CRISP: Curriculum based Sequential Neural Decoders for Polar Code FamilyInternational Conference on Machine Learning (ICML), 2022 Ashwin Hebbar Viraj Nadkarni Ashok Vardhan Makkuva S. Bhat Sewoong Oh Pramod Viswanath 254 11 0 01 Oct 2022
Thinking Hallucination for Video CaptioningAsian Conference on Computer Vision (ACCV), 2022 Nasib Ullah Partha Pratim Mohanta VLM 143 9 0 28 Sep 2022
Multiple-Choice Question Generation: Towards an Automated Assessment Framework Vatsal Raina Mark Gales AI4Ed ELM 109 40 0 23 Sep 2022
Learning with Local Gradients at the EdgeIEEE International Conference on Systems, Man and Cybernetics (SMC), 2022 M. Lomnitz Z. Daniels David C. Zhang M. Piacentino 179 1 0 17 Aug 2022
InitialGAN: A Language GAN with Completely Random InitializationIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022 Da Ren Qing Li GAN 210 2 0 04 Aug 2022
Time-series Transformer Generative Adversarial Networks Padmanaba Srinivasan William J. Knottenbelt AI4TS 173 18 0 23 May 2022
End-to-End Visual Editing with a Generatively Pre-Trained ArtistEuropean Conference on Computer Vision (ECCV), 2022 A. Brown Cheng-Yang Fu Omkar M. Parkhi Tamara L. Berg Andrea Vedaldi DiffM 207 9 0 03 May 2022
Supervised Attention in Sequence-to-Sequence Models for Speech RecognitionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Gene-Ping Yang Hao Tang 112 6 0 25 Apr 2022
Approaching sales forecasting using recurrent neural networks and transformersExpert systems with applications (ESWA), 2022 Iván Vallés-Pérez E. Soria-Olivas M. Martínez-Sober Antonio J. Serrano J. Gómez-Sanchís Fernando Mateo AI4TS 123 49 0 16 Apr 2022
Fix Bugs with Transformer through a Neural-Symbolic Edit Grammar Yaojie Hu Xingjian Shi Qiang Zhou Lee Pike KELM 147 15 0 13 Apr 2022
PreTR: Spatio-Temporal Non-Autoregressive Trajectory Prediction Transformer Lina Achaji Thierno Barry Thibault Fouqueray Julien Moreau François Aioun François Charpillet 172 20 0 17 Mar 2022
Recent Advances in Neural Text Generation: A Task-Agnostic Survey Chen Tang Frank Guerin Chenghua Lin AI4CE OOD 320 20 0 06 Mar 2022
Predicting on the Edge: Identifying Where a Larger Model Does Better Taman Narayan Heinrich Jiang Sen Zhao Surinder Kumar 159 7 0 15 Feb 2022
Generalizing to New Physical Systems via Context-Informed Dynamics ModelInternational Conference on Machine Learning (ICML), 2022 Matthieu Kirchmeyer Yuan Yin Jérémie Donà Nicolas Baskiotis A. Rakotomamonjy Patrick Gallinari OOD AI4CE 199 49 0 01 Feb 2022
A Unified Approach to Entity-Centric Context Tracking in Social ConversationsInternational Conference on Language Resources and Evaluation (LREC), 2022 Ulrich Ruckert Srinivas Sunkara Abhinav Rastogi Sushant Prakash Pranav Khaitan 110 2 0 28 Jan 2022
Cross-modal Contrastive Distillation for Instructional Activity AnticipationInternational Conference on Pattern Recognition (ICPR), 2022 Zhengyuan Yang Jingen Liu Jing-ling Huang Xiaodong He Tao Mei Chenliang Xu Jiebo Luo 110 6 0 18 Jan 2022
PAEG: Phrase-level Adversarial Example Generation for Neural Machine TranslationInternational Conference on Computational Linguistics (COLING), 2022 Juncheng Wan Jian Yang Shuming Ma Dongdong Zhang Weinan Zhang Yong Yu Zhoujun Li SILM AAML 177 5 0 06 Jan 2022
Collaborative adversary nodes learning on the logs of IoT devices in an IoT networkInternational Conference on Communication Systems and Networks (COMSNETS), 2021 Sandhya Aneja Melanie Ang Xuan En Nagender Aneja 101 2 0 22 Dec 2021
Survey of Generative Methods for Social Media Analysis Stan Matwin Aristides Milios P. Prałat Amilcar Soares Franccois Théberge 114 8 0 13 Dec 2021
Sparsely Changing Latent States for Prediction and Planning in Partially Observable DomainsNeural Information Processing Systems (NeurIPS), 2021 Christian Gumbsch Martin Volker Butz Georg Martius AI4CE 217 25 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 240 40 0 11 Oct 2021
On the Difficulty of Segmenting Words with Attention Ramon Sanabria Hao Tang Sharon Goldwater 150 6 0 21 Sep 2021
Relating Neural Text Degeneration to Exposure Bias Ting-Rui Chiang Yun-Nung Chen 161 20 0 17 Sep 2021
PETGEN: Personalized Text Generation Attack on Deep Sequence Embedding-based Classification Models Bing He M. Ahamad Srijan Kumar SILM AAML 751 30 0 14 Sep 2021
Generating Self-Contained and Summary-Centric Question Answer Pairs via Differentiable Reward Imitation LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Li Zhou Kevin Small Yong Zhang Sandeep Atluri 140 2 0 10 Sep 2021
Teaching Autoregressive Language Models Complex Tasks By Demonstration Gabriel Recchia 304 23 0 05 Sep 2021
SASRA: Semantically-aware Spatio-temporal Reasoning Agent for Vision-and-Language Navigation in Continuous EnvironmentsInternational Conference on Pattern Recognition (ICPR), 2021 Muhammad Zubair Irshad Niluthpol Chowdhury Mithun Zachary Seymour Han-Pang Chiu S. Samarasekera Rakesh Kumar LM&Ro 165 68 0 26 Aug 2021
ImageBART: Bidirectional Context with Multinomial Diffusion for Autoregressive Image Synthesis Patrick Esser Robin Rombach A. Blattmann Bjorn Ommer DiffM 179 174 0 19 Aug 2021
Policy Gradients Incorporating the FutureInternational Conference on Learning Representations (ICLR), 2021 David Venuto Elaine Lau Doina Precup Ofir Nachum OffRL 234 9 0 04 Aug 2021
Joint Visual Semantic Reasoning: Multi-Stage Decoder for Text RecognitionIEEE International Conference on Computer Vision (ICCV), 2021 A. Bhunia Aneeshan Sain Amandeep Kumar S. Ghose Pinaki Nath Chowdhury Yi-Zhe Song 212 58 0 26 Jul 2021
Mixed Cross Entropy Loss for Neural Machine TranslationInternational Conference on Machine Learning (ICML), 2021 Haoran Li Wei Lu 148 20 0 30 Jun 2021
A Survey on Neural Speech Synthesis Xu Tan Tao Qin Frank Soong Tie-Yan Liu AI4TS 287 427 0 29 Jun 2021
Core Challenges in Embodied Vision-Language PlanningJournal of Artificial Intelligence Research (JAIR), 2021 Jonathan M Francis Nariaki Kitamura Felix Labelle Xiaopeng Lu Ingrid Navarro Jean Oh LM&Ro 432 57 0 26 Jun 2021
Sequence-Level Training for Non-Autoregressive Neural Machine Translation Chenze Shao Yang Feng Jinchao Zhang Fandong Meng Jie Zhou 161 29 0 15 Jun 2021
Predicting the Ordering of Characters in Japanese Historical Documents Alex Lamb Tarin Clanuwat Siyu Han Mikel Bober-Irizar A. Kitamoto 184 0 0 12 Jun 2021
To Beam Or Not To Beam: That is a Question of Cooperation for Language GANsNeural Information Processing Systems (NeurIPS), 2021 Thomas Scialom Paul-Alexis Dray Sylvain Lamprier Benjamin Piwowarski Jacopo Staiano 107 23 0 11 Jun 2021
LEADS: Learning Dynamical Systems that Generalize Across EnvironmentsNeural Information Processing Systems (NeurIPS), 2021 Yuan Yin Ibrahim Ayed Emmanuel de Bézenac Nicolas Baskiotis Patrick Gallinari OOD 171 43 0 08 Jun 2021
AgreeSum: Agreement-Oriented Multi-Document SummarizationFindings (Findings), 2021 Richard Yuanzhe Pang Á. Lelkes Vinh Q. Tran Cong Yu 127 18 0 04 Jun 2021
Proving Equivalence Between Complex Expressions Using Graph-to-Sequence Neural Models Steven J Kommrusch Théo Barollet L. Pouchet 104 6 0 01 Jun 2021
Non-Autoregressive vs Autoregressive Neural Networks for System IdentificationIFAC-PapersOnLine (IFAC-PapersOnLine), 2021 Daniel Weber C. Gühmann 102 9 0 05 May 2021
Can Latent Alignments Improve Autoregressive Machine Translation?North American Chapter of the Association for Computational Linguistics (NAACL), 2021 Adi Haviv Lior Vassertail Omer Levy 114 5 0 19 Apr 2021
Attention Forcing for Machine Translation Qingyun Dou Yiting Lu Potsawee Manakul Xixin Wu Mark Gales 110 7 0 02 Apr 2021
Improved Autoregressive Modeling with Distribution SmoothingInternational Conference on Learning Representations (ICLR), 2021 Chenlin Meng Jiaming Song Yang Song Shengjia Zhao Stefano Ermon DiffM 135 24 0 28 Mar 2021
Structured Co-reference Graph Attention for Video-grounded DialogueAAAI Conference on Artificial Intelligence (AAAI), 2021 Junyeong Kim Sunjae Yoon Dahyun Kim Chang D. Yoo 186 29 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 148 1 0 22 Mar 2021
Hybrid Physics and Deep Learning Model for Interpretable Vehicle State Prediction Alexandra Baier Zeyd Boukhers Steffen Staab 166 15 0 11 Mar 2021
A Brief Introduction to Generative Models Alex Lamb GAN VLM 225 21 0 27 Feb 2021