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 / 293 papers shown

Title
Learning Descriptive Image Captioning via Semipermeable Maximum Likelihood Estimation Zihao Yue Anwen Hu Liang Zhang Qin Jin 92 2 0 23 Jun 2023
PLANNER: Generating Diversified Paragraph via Latent Language Diffusion Model Yizhe Zhang Jiatao Gu Zhuofeng Wu Shuangfei Zhai J. Susskind Navdeep Jaitly DiffM 122 28 0 05 Jun 2023
The Surprising Effectiveness of Diffusion Models for Optical Flow and Monocular Depth Estimation Saurabh Saxena Charles Herrmann Junhwa Hur Abhishek Kar Mohammad Norouzi Deqing Sun David J. Fleet DiffM 114 85 0 02 Jun 2023
Improving the Robustness of Summarization Systems with Dual Augmentation Preslav Nakov Guodong Long Chongyang Tao Mingzhe Li Xin Gao Chen Zhang Xiangliang Zhang AAML 63 12 0 01 Jun 2023
Neural Machine Translation with Dynamic Graph Convolutional Decoder Lei Li Kai Fan Ling Yang Hongjian Li Chun Yuan 71 4 0 28 May 2023
Understanding Emotion Valence is a Joint Deep Learning Task Gabriel Roccabruna Seyed Mahed Mousavi Giuseppe Riccardi 59 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 67 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 99 10 0 24 May 2023
What Matters in Reinforcement Learning for Tractography Antoine Théberge Christian Desrosiers Maxime Descoteaux Pierre-Marc Jodoin OffRL 39 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 73 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 38 7 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 21 9 0 05 May 2023
Hybrid AHS: A Hybrid of Kalman Filter and Deep Learning for Acoustic Howling Suppression Huatian Zhang Meng Yu Yuzhong Wu Tao Yu Dong Yu 60 4 0 04 May 2023
Deep Learning for Joint Acoustic Echo and Acoustic Howling Suppression in Hybrid Meetings Huatian Zhang Meng Yu Dong Yu 60 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 107 6 0 06 Apr 2023
Monocular Depth Estimation using Diffusion Models Saurabh Saxena Abhishek Kar Mohammad Norouzi David J. Fleet DiffM VLM MDE 104 86 0 28 Feb 2023
Deep AHS: A Deep Learning Approach to Acoustic Howling Suppression Huatian Zhang Meng Yu Dong Yu 70 9 0 18 Feb 2023
Dynamic Scheduled Sampling with Imitation Loss for Neural Text Generation Xiang Lin Prathyusha Jwalapuram Shafiq Joty DiffM 58 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 95 0 0 30 Jan 2023
Regular Time-series Generation using SGM Haksoo Lim Minjung Kim Sewon Park Noseong Park DiffM TTA AI4TS 63 24 0 20 Jan 2023
A Mutation-based Text Generation for Adversarial Machine Learning Applications Jesus Guerrero G. Liang I. Alsmadi DeLMO MedIm 68 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 59 22 0 07 Dec 2022
Machine Learning Accelerated PDE Backstepping Observers Yuanyuan Shi Zong-Yi Li Huan Yu D. Steeves Anima Anandkumar Miroslav Krstic 64 15 0 28 Nov 2022
Ham2Pose: Animating Sign Language Notation into Pose Sequences Rotem Shalev-Arkushin Amit Moryossef Ohad Fried SLR 85 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 72 6 0 09 Nov 2022
Parallel Attention Forcing for Machine Translation Qingyun Dou Mark Gales 42 0 0 06 Nov 2022
Deliberation Networks and How to Train Them Qingyun Dou Mark Gales 61 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 75 5 0 03 Nov 2022
Probabilistic Decomposition Transformer for Time Series Forecasting Junlong Tong Liping Xie Wankou Yang Kanjian Zhang AI4TS 62 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 153 374 0 27 Oct 2022
Sinhala Sentence Embedding: A Two-Tiered Structure for Low-Resource Languages Gihan Weeraprameshwara Vihanga Jayawickrama Nisansa de Silva Yudhanjaya Wijeratne 66 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 150 7 0 22 Oct 2022
Autoregressive Generative Modeling with Noise Conditional Maximum Likelihood Estimation Henry Li Y. Kluger 50 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 80 0 0 18 Oct 2022
Flipped Classroom: Effective Teaching for Time Series Forecasting P. Teutsch Patrick Mäder AI4TS 67 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 63 51 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 174 46 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 63 8 0 01 Oct 2022
Thinking Hallucination for Video Captioning Nasib Ullah Partha Pratim Mohanta VLM 77 6 0 28 Sep 2022
Multiple-Choice Question Generation: Towards an Automated Assessment Framework Vatsal Raina Mark Gales AI4Ed ELM 67 34 0 23 Sep 2022
Learning with Local Gradients at the Edge M. Lomnitz Z. Daniels David C. Zhang M. Piacentino 81 1 0 17 Aug 2022
InitialGAN: A Language GAN with Completely Random Initialization Da Ren Qing Li GAN 62 2 0 04 Aug 2022
Time-series Transformer Generative Adversarial Networks Padmanaba Srinivasan William J. Knottenbelt AI4TS 68 14 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 86 8 0 03 May 2022
Supervised Attention in Sequence-to-Sequence Models for Speech Recognition Gene-Ping Yang Hao Tang 44 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 52 37 0 16 Apr 2022
Fix Bugs with Transformer through a Neural-Symbolic Edit Grammar Yaojie Hu Xingjian Shi Qiang Zhou Lee Pike KELM 75 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 92 16 0 17 Mar 2022
Recent Advances in Neural Text Generation: A Task-Agnostic Survey Chen Tang Frank Guerin Chenghua Lin AI4CE OOD 119 19 0 06 Mar 2022
Predicting on the Edge: Identifying Where a Larger Model Does Better Taman Narayan Heinrich Jiang Sen Zhao Surinder Kumar 79 7 0 15 Feb 2022