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
SutraNets: Sub-series Autoregressive Networks for Long-Sequence, Probabilistic Forecasting Shane Bergsma Timothy J. Zeyl Lei Guo AI4TS 236 10 0 22 Dec 2023
DSS: Synthesizing long Digital Ink using Data augmentation, Style encoding and Split generationIEEE International Conference on Document Analysis and Recognition (ICDAR), 2023 A. Timofeev Anastasiia Fadeeva A. Afonin C. Musat Andrii Maksai 294 2 0 29 Nov 2023
Multilingual Mathematical Autoformalization Albert Q. Jiang Wenda Li M. Jamnik AI4CE 173 31 0 07 Nov 2023
Time-series Generation by Contrastive ImitationNeural Information Processing Systems (NeurIPS), 2023 Daniel Jarrett Ioana Bica M. Schaar AI4TS 215 28 0 02 Nov 2023
Multi-Path Long-Term Vessel Trajectories Forecasting with Probabilistic Feature Fusion for Problem ShiftingOcean Engineering (Ocean Eng.), 2023 Gabriel Spadon Jay Kumar Derek Eden Josh van Berkel Tom Foster Amilcar Soares Ronan Fablet Stan Matwin Ronald Pelot 264 11 0 29 Oct 2023
Kernel-Elastic Autoencoder for Molecular DesignPNAS Nexus (PNAS Nexus), 2023 Haote Li Yu Shee B. Allen F. Maschietto Victor S. Batista 283 6 0 12 Oct 2023
FABind: Fast and Accurate Protein-Ligand BindingNeural Information Processing Systems (NeurIPS), 2023 Qizhi Pei Ran Bi Lijun Wu Jinhua Zhu Ziheng Lu Shufang Xie Tao Qin Kun He Tie-Yan Liu Rui Yan 499 27 0 10 Oct 2023
Generative Modeling of Regular and Irregular Time Series Data via Koopman VAEsInternational Conference on Learning Representations (ICLR), 2023 Ilan Naiman N. Benjamin Erichson Pu Ren Lbnl Michael W. Mahoney ICSI Omri Azencot AI4TS 257 41 0 04 Oct 2023
Towards Green AI in Fine-tuning Large Language Models via Adaptive BackpropagationInternational Conference on Learning Representations (ICLR), 2023 Kai Huang Hanyu Yin Heng Huang Wei Gao 223 15 0 22 Sep 2023
Quantitative Analysis of Forecasting Models:In the Aspect of Online Political BiasInternational Conference on Machine Learning and Applications (ICMLA), 2023 S. Tripuraneni Sadia Kamal A. Bagavathi 154 1 0 11 Sep 2023
Fully Embedded Time-Series Generative Adversarial Networks Joe Beck S. Chakraborty GAN TTA AI4TS 134 2 0 30 Aug 2023
AudioLDM 2: Learning Holistic Audio Generation with Self-supervised Pretraining Haohe Liu Yiitan Yuan Xubo Liu Xinhao Mei Qiuqiang Kong Qiao Tian Yuping Wang Wenwu Wang Yuxuan Wang Mark D. Plumbley DiffM 268 368 0 10 Aug 2023
Bird's-Eye-View Scene Graph for Vision-Language NavigationIEEE International Conference on Computer Vision (ICCV), 2023 Ruitao Liu Xiaohan Wang Wenguan Wang Yi Yang 292 80 0 09 Aug 2023
Scaling Data Generation in Vision-and-Language NavigationIEEE International Conference on Computer Vision (ICCV), 2023 Zun Wang Jialu Li Yicong Hong Yi Wang Qi Wu Joey Tianyi Zhou Stephen Gould Hao Tan Yu Qiao LM&Ro 281 99 0 28 Jul 2023
Adversarial Conversational Shaping for Intelligent Agents Piotr Tarasiewicz Sultan Kenjeyev Ilana Sebag Shehab Alshehabi GAN 134 0 0 20 Jul 2023
On the Constrained Time-Series Generation ProblemNeural Information Processing Systems (NeurIPS), 2023 Andrea Coletta Sriram Gopalakrishnan Daniel Borrajo Svitlana Vyetrenko DiffM AI4TS 241 59 0 04 Jul 2023
Learning Descriptive Image Captioning via Semipermeable Maximum Likelihood EstimationNeural Information Processing Systems (NeurIPS), 2023 Zihao Yue Anwen Hu Liang Zhang Qin Jin 287 7 0 23 Jun 2023
PLANNER: Generating Diversified Paragraph via Latent Language Diffusion ModelNeural Information Processing Systems (NeurIPS), 2023 Yizhe Zhang Jiatao Gu Zhuofeng Wu Shuangfei Zhai J. Susskind Navdeep Jaitly DiffM 333 42 0 05 Jun 2023
The Surprising Effectiveness of Diffusion Models for Optical Flow and Monocular Depth EstimationNeural Information Processing Systems (NeurIPS), 2023 Saurabh Saxena Charles Herrmann Junhwa Hur Abhishek Kar Mohammad Norouzi Deqing Sun David J. Fleet DiffM 318 119 0 02 Jun 2023
Improving the Robustness of Summarization Systems with Dual AugmentationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Preslav Nakov Guodong Long Chongyang Tao Mingzhe Li Xin Gao Chen Zhang Xiangliang Zhang AAML 147 15 0 01 Jun 2023
Neural Machine Translation with Dynamic Graph Convolutional Decoder Lei Li Kai Fan Ling Yang Hongjian Li Chun Yuan 114 5 0 28 May 2023
Understanding Emotion Valence is a Joint Deep Learning TaskWorkshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis (WASSA), 2023 Gabriel Roccabruna Seyed Mahed Mousavi Giuseppe Riccardi 260 1 0 27 May 2023
Diable: Efficient Dialogue State Tracking as Operations on TablesAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Pietro Lesci Yoshinari Fujinuma Momchil Hardalov Chao Shang Yassine Benajiba Lluís Marquez LMTD 291 8 0 26 May 2023
Faithful Low-Resource Data-to-Text Generation through Cycle TrainingAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Zhuoer Wang Marcus D. Collins Nikhita Vedula Simone Filice S. Malmasi Oleg Rokhlenko 192 11 0 24 May 2023
What Matters in Reinforcement Learning for Tractography Antoine Théberge Christian Desrosiers Maxime Descoteaux Pierre-Marc Jodoin OffRL 109 4 0 15 May 2023
Reconstruct Before Summarize: An Efficient Two-Step Framework for Condensing and Summarizing Meeting TranscriptsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Haochen Tan Han Wu Wei Shao Xinyun Zhang Mingjie Zhan Zhaohui Hou Ding Liang Linqi Song 235 2 0 13 May 2023
Explainable Parallel RCNN with Novel Feature Representation for Time Series Forecasting Jimeng Shi Rukmangadh Myana Vitalii Stebliankin Azam Shirali Giri Narasimhan AI4TS 99 8 0 08 May 2023
Data-driven and Physics Informed Modelling of Chinese Hamster Ovary Cell BioreactorsComputers and Chemical Engineering (Comput. Chem. Eng.), 2023 Tianqi Cui Tom S. Bertalan Nelson Ndahiro Pratik Khare Michael Betenbaugh C. Maranas Ioannis G. Kevrekidis 122 16 0 05 May 2023
Hybrid AHS: A Hybrid of Kalman Filter and Deep Learning for Acoustic Howling SuppressionInterspeech (Interspeech), 2023 Huatian Zhang Meng Yu Yuzhong Wu Tao Yu Dong Yu 105 5 0 04 May 2023
Deep Learning for Joint Acoustic Echo and Acoustic Howling Suppression in Hybrid MeetingsAutomatic Speech Recognition & Understanding (ASRU), 2023 Huatian Zhang Meng Yu Dong Yu 145 2 0 02 May 2023
Inductive biases in deep learning models for weather prediction Jannik Thümmel Matthias Karlbauer S. Otte C. Zarfl Georg Martius ... Thomas Scholten Ulrich Friedrich V. Wulfmeyer B. Goswami Martin Volker Butz AI4CE 259 8 0 06 Apr 2023
Monocular Depth Estimation using Diffusion Models Saurabh Saxena Abhishek Kar Mohammad Norouzi David J. Fleet DiffM VLM MDE 214 104 0 28 Feb 2023
Deep AHS: A Deep Learning Approach to Acoustic Howling SuppressionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Huatian Zhang Meng Yu Dong Yu 161 13 0 18 Feb 2023
Dynamic Scheduled Sampling with Imitation Loss for Neural Text Generation Xiang Lin Prathyusha Jwalapuram Shafiq Joty DiffM 136 0 0 31 Jan 2023
SSR-TA: Sequence to Sequence based expert recurrent recommendation for ticket automation Chenhan Cao Xiaoyu Fang Bingqing Luo Bin Xia 156 1 0 30 Jan 2023
Regular Time-series Generation using SGM Haksoo Lim Minjung Kim Sewon Park Noseong Park DiffM TTA AI4TS 121 31 0 20 Jan 2023
A Mutation-based Text Generation for Adversarial Machine Learning Applications Jesus Guerrero G. Liang I. Alsmadi DeLMO MedIm 132 2 0 21 Dec 2022
Short term prediction of demand for ride hailing services: A deep learning approachJournal of Big Data Analytics in Transportation (JBDAT), 2021 Long Chen Piyushimita P. Thakuriah K. Ampountolas AI4TS 135 27 0 07 Dec 2022
Machine Learning Accelerated PDE Backstepping ObserversIEEE Conference on Decision and Control (CDC), 2022 Yuanyuan Shi Zong-Yi Li Huan Yu D. Steeves Anima Anandkumar Miroslav Krstic 109 17 0 28 Nov 2022
Ham2Pose: Animating Sign Language Notation into Pose SequencesComputer Vision and Pattern Recognition (CVPR), 2022 Rotem Shalev-Arkushin Amit Moryossef Ohad Fried SLR 248 29 0 24 Nov 2022
Stabilizing Machine Learning Prediction of Dynamics: Noise and Noise-inspired Regularization Alexander Wikner Joseph Harvey M. Girvan Brian R. Hunt Andrew Pomerance Thomas Antonsen Edward Ott 210 7 0 09 Nov 2022
Parallel Attention Forcing for Machine Translation Qingyun Dou Mark Gales 87 1 0 06 Nov 2022
Deliberation Networks and How to Train Them Qingyun Dou Mark Gales 109 0 0 06 Nov 2022
Iterative autoregression: a novel trick to improve your low-latency speech enhancement modelInterspeech (Interspeech), 2022 Pavel Andreev Nicholas Babaev Azat Saginbaev Ivan Shchekotov Aibek Alanov 315 8 0 03 Nov 2022
Probabilistic Decomposition Transformer for Time Series ForecastingSDM (SDM), 2022 Junlong Tong Liping Xie Wankou Yang Kanjian Zhang AI4TS 116 11 0 31 Oct 2022
Contrastive Decoding: Open-ended Text Generation as OptimizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Xiang Lisa Li Ari Holtzman Daniel Fried Abigail Z. Jacobs Jason Eisner Tatsunori Hashimoto Luke Zettlemoyer M. Lewis 321 494 0 27 Oct 2022
Sinhala Sentence Embedding: A Two-Tiered Structure for Low-Resource LanguagesPacific Asia Conference on Language, Information and Computation (PACLIC), 2022 Gihan Weeraprameshwara Vihanga Jayawickrama Nisansa de Silva Yudhanjaya Wijeratne 135 4 0 26 Oct 2022
DOROTHIE: Spoken Dialogue for Handling Unexpected Situations in Interactive Autonomous Driving AgentsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Ziqiao Ma B. VanDerPloeg Cristian-Paul Bara Yidong Huang Eui-In Kim Felix Gervits M. Marge J. Chai 273 9 0 22 Oct 2022
Autoregressive Generative Modeling with Noise Conditional Maximum Likelihood Estimation Henry Li Y. Kluger 135 2 0 19 Oct 2022
Uncertainty in Extreme Multi-label Classification Jyun-Yu Jiang Wei-Cheng Chang Jiong Zhong Cho-Jui Hsieh Hsiang-Fu Yu UQCV 236 0 0 18 Oct 2022