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 / 291 papers shown

Title
Improving the Robustness of Summarization Systems with Dual Augmentation Xiuying Chen Guodong Long Chongyang Tao Mingzhe Li Xin Gao Chen Zhang Xiangliang Zhang AAML 27 11 0 01 Jun 2023
Neural Machine Translation with Dynamic Graph Convolutional Decoder Lei Li Kai Fan Ling Yang Hongjian Li Chun Yuan 29 4 0 28 May 2023
Understanding Emotion Valence is a Joint Deep Learning Task Gabriel Roccabruna Seyed Mahed Mousavi Giuseppe Riccardi 21 0 0 27 May 2023
Diable: Efficient Dialogue State Tracking as Operations on Tables Pietro Lesci Yoshinari Fujinuma Momchil Hardalov Chao Shang Yassine Benajiba Lluís Marquez LMTD 33 7 0 26 May 2023
Faithful Low-Resource Data-to-Text Generation through Cycle Training Zhuoer Wang Marcus D. Collins Nikhita Vedula Simone Filice S. Malmasi Oleg Rokhlenko 47 10 0 24 May 2023
What Matters in Reinforcement Learning for Tractography Antoine Théberge Christian Desrosiers Maxime Descoteaux Pierre-Marc Jodoin OffRL 21 2 0 15 May 2023
Reconstruct Before Summarize: An Efficient Two-Step Framework for Condensing and Summarizing Meeting Transcripts Haochen Tan Han Wu Wei Shao Xinyun Zhang Mingjie Zhan Zhaohui Hou Ding Liang Linqi Song 39 0 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 22 6 0 08 May 2023
Data-driven and Physics Informed Modelling of Chinese Hamster Ovary Cell Bioreactors Tianqi Cui Tom S. Bertalan Nelson Ndahiro Pratik Khare Michael Betenbaugh C. Maranas Ioannis G. Kevrekidis 9 7 0 05 May 2023
Hybrid AHS: A Hybrid of Kalman Filter and Deep Learning for Acoustic Howling Suppression H. M. Zhang Meng Yu Yuzhong Wu Tao Yu Dong Yu 25 3 0 04 May 2023
Deep Learning for Joint Acoustic Echo and Acoustic Howling Suppression in Hybrid Meetings H. M. Zhang Meng Yu Dong Yu 21 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 38 5 0 06 Apr 2023
Monocular Depth Estimation using Diffusion Models Saurabh Saxena Abhishek Kar Mohammad Norouzi David J. Fleet DiffM VLM MDE 34 84 0 28 Feb 2023
Deep AHS: A Deep Learning Approach to Acoustic Howling Suppression H. M. Zhang Meng Yu Dong Yu 16 8 0 18 Feb 2023
Dynamic Scheduled Sampling with Imitation Loss for Neural Text Generation Xiang Lin Prathyusha Jwalapuram Shafiq R. Joty DiffM 15 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 16 0 0 30 Jan 2023
Regular Time-series Generation using SGM Haksoo Lim Minjung Kim Sewon Park Noseong Park DiffM TTA AI4TS 25 23 0 20 Jan 2023
A Mutation-based Text Generation for Adversarial Machine Learning Applications Jesus Guerrero G. Liang I. Alsmadi DeLMO MedIm 24 1 0 21 Dec 2022
Short term prediction of demand for ride hailing services: A deep learning approach Long Chen Piyushimita P. Thakuriah K. Ampountolas AI4TS 13 21 0 07 Dec 2022
Machine Learning Accelerated PDE Backstepping Observers Yuanyuan Shi Zong-Yi Li Huan Yu D. Steeves Anima Anandkumar Miroslav Krstic 14 15 0 28 Nov 2022
Ham2Pose: Animating Sign Language Notation into Pose Sequences Rotem Shalev-Arkushin Amit Moryossef Ohad Fried SLR 30 19 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 21 6 0 09 Nov 2022
Parallel Attention Forcing for Machine Translation Qingyun Dou Mark J. F. Gales 19 0 0 06 Nov 2022
Deliberation Networks and How to Train Them Qingyun Dou Mark J. F. Gales 19 0 0 06 Nov 2022
Iterative autoregression: a novel trick to improve your low-latency speech enhancement model Pavel Andreev Nicholas Babaev Azat Saginbaev Ivan Shchekotov Aibek Alanov 14 4 0 03 Nov 2022
Probabilistic Decomposition Transformer for Time Series Forecasting Junlong Tong Liping Xie Wankou Yang Kanjian Zhang AI4TS 22 5 0 31 Oct 2022
Contrastive Decoding: Open-ended Text Generation as Optimization Xiang Lisa Li Ari Holtzman Daniel Fried Percy Liang Jason Eisner Tatsunori Hashimoto Luke Zettlemoyer M. Lewis 30 323 0 27 Oct 2022
Sinhala Sentence Embedding: A Two-Tiered Structure for Low-Resource Languages Gihan Weeraprameshwara Vihanga Jayawickrama Nisansa de Silva Yudhanjaya Wijeratne 23 4 0 26 Oct 2022
DOROTHIE: Spoken Dialogue for Handling Unexpected Situations in Interactive Autonomous Driving Agents Ziqiao Ma B. VanDerPloeg Cristian-Paul Bara Yidong Huang Eui-In Kim Felix Gervits M. Marge J. Chai 55 7 0 22 Oct 2022
Autoregressive Generative Modeling with Noise Conditional Maximum Likelihood Estimation Henry Li Y. Kluger 27 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 16 0 0 18 Oct 2022
Flipped Classroom: Effective Teaching for Time Series Forecasting P. Teutsch Patrick Mäder AI4TS 21 8 0 17 Oct 2022
MAPL: Parameter-Efficient Adaptation of Unimodal Pre-Trained Models for Vision-Language Few-Shot Prompting Oscar Manas Pau Rodríguez López Saba Ahmadi Aida Nematzadeh Yash Goyal Aishwarya Agrawal VLM VPVLM 13 48 0 13 Oct 2022
GT-GAN: General Purpose Time Series Synthesis with Generative Adversarial Networks Jinsung Jeon Jeonghak Kim Haryong Song Seunghyeon Cho Noseong Park AI4TS 82 42 0 05 Oct 2022
CRISP: Curriculum based Sequential Neural Decoders for Polar Code Family Ashwin Hebbar Viraj Nadkarni Ashok Vardhan Makkuva S. Bhat Sewoong Oh Pramod Viswanath 19 6 0 01 Oct 2022
Thinking Hallucination for Video Captioning Nasib Ullah Partha Pratim Mohanta VLM 36 4 0 28 Sep 2022
Multiple-Choice Question Generation: Towards an Automated Assessment Framework Vatsal Raina Mark J. F. Gales AI4Ed ELM 26 32 0 23 Sep 2022
Learning with Local Gradients at the Edge M. Lomnitz Z. Daniels David C. Zhang M. Piacentino 28 1 0 17 Aug 2022
InitialGAN: A Language GAN with Completely Random Initialization Da Ren Qing Li GAN 27 2 0 04 Aug 2022
Time-series Transformer Generative Adversarial Networks Padmanaba Srinivasan William J. Knottenbelt AI4TS 21 13 0 23 May 2022
End-to-End Visual Editing with a Generatively Pre-Trained Artist A. Brown Cheng-Yang Fu Omkar M. Parkhi Tamara L. Berg Andrea Vedaldi DiffM 29 8 0 03 May 2022
Supervised Attention in Sequence-to-Sequence Models for Speech Recognition Gene-Ping Yang Hao Tang 13 2 0 25 Apr 2022
Approaching sales forecasting using recurrent neural networks and transformers Iván Vallés-Pérez E. Soria-Olivas M. Martínez-Sober Antonio J. Serrano J. Gómez-Sanchís Fernando Mateo AI4TS 14 36 0 16 Apr 2022
Fix Bugs with Transformer through a Neural-Symbolic Edit Grammar Yaojie Hu Xingjian Shi Qiang Zhou Lee Pike KELM 14 13 0 13 Apr 2022
PreTR: Spatio-Temporal Non-Autoregressive Trajectory Prediction Transformer Lina Achaji Thierno Barry Thibault Fouqueray Julien Moreau François Aioun François Charpillet 16 15 0 17 Mar 2022
Recent Advances in Neural Text Generation: A Task-Agnostic Survey Chen Tang Frank Guerin Chenghua Lin AI4CE OOD 28 19 0 06 Mar 2022
Predicting on the Edge: Identifying Where a Larger Model Does Better Taman Narayan Heinrich Jiang Sen Zhao Surinder Kumar 23 7 0 15 Feb 2022
Generalizing to New Physical Systems via Context-Informed Dynamics Model Matthieu Kirchmeyer Yuan Yin Jérémie Donà Nicolas Baskiotis A. Rakotomamonjy Patrick Gallinari OOD AI4CE 24 32 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 8 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 28 6 0 18 Jan 2022