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
Low-Resource Neural Machine Translation Using Recurrent Neural Networks and Transfer Learning: A Case Study on English-to-Igbo Ocheme Anthony Ekle Biswarup Das 29 0 0 24 Apr 2025
DiffAD: A Unified Diffusion Modeling Approach for Autonomous Driving Tao Wang Cong Zhang Xingguang Qu Kun Li W. Liu C. Huang 56 0 0 15 Mar 2025
Robust Latent Matters: Boosting Image Generation with Sampling Error Synthesis Kai Qiu X. Li Jason Kuen H. Chen Xiaohao Xu Jiuxiang Gu Yinyi Luo Bhiksha Raj Zhe-nan Lin Marios Savvides 62 0 0 11 Mar 2025
Next Token Is Enough: Realistic Image Quality and Aesthetic Scoring with Multimodal Large Language Model M. Li Rui Wang Lei Sun Y. Bai Xiangxiang Chu 59 0 0 08 Mar 2025
Unlocking Efficient, Scalable, and Continual Knowledge Editing with Basis-Level Representation Fine-Tuning Tianci Liu R. Li Yunzhe Qi Hui Liu X. Tang ... Qingyu Yin Monica Cheng Jun Huan Haoyu Wang Jing Gao KELM 46 2 0 01 Mar 2025
Fast and Accurate Blind Flexible Docking Zizhuo Zhang Lijun Wu Kaiyuan Gao Jiangchao Yao Tao Qin Bo Han 36 0 0 20 Feb 2025
Taming Teacher Forcing for Masked Autoregressive Video Generation Deyu Zhou Quan Sun Yuang Peng Kun Yan Runpei Dong ... Zheng Ge Nan Duan Xiangyu Zhang L. Ni H. Shum VGen 54 6 0 21 Jan 2025
DriveLM: Driving with Graph Visual Question Answering Chonghao Sima Katrin Renz Kashyap Chitta L. Chen Hanxue Zhang Chengen Xie Jens Beißwenger Ping Luo Andreas Geiger Hongyang Li 90 162 0 17 Jan 2025
ORID: Organ-Regional Information Driven Framework for Radiology Report Generation Tiancheng Gu Kaicheng Yang Xiang An Ziyong Feng Dongnan Liu Weidong Cai 74 1 0 20 Nov 2024
SeriesGAN: Time Series Generation via Adversarial and Autoregressive Learning MohammadReza EskandariNasab S. M. Hamdi S. F. Boubrahimi GAN AI4TS 33 0 0 28 Oct 2024
Utilizing Image Transforms and Diffusion Models for Generative Modeling of Short and Long Time Series Ilan Naiman Nimrod Berman Itai Pemper Idan Arbiv Gal Fadlon Omri Azencot 32 11 0 25 Oct 2024
Bridging the Training-Inference Gap in LLMs by Leveraging Self-Generated Tokens Zhepeng Cen Yao Liu Siliang Zeng Pratik Chaudhar Huzefa Rangwala George Karypis Rasool Fakoor SyDa AIFin 34 3 0 18 Oct 2024
End-to-end Planner Training for Language Modeling Nathan Cornille Florian Mai Jingyuan Sun Marie-Francine Moens 23 0 0 16 Oct 2024
Extra Global Attention Designation Using Keyword Detection in Sparse Transformer Architectures Evan Lucas Dylan Kangas Timothy C Havens 24 0 0 11 Oct 2024
ChronoGAN: Supervised and Embedded Generative Adversarial Networks for Time Series Generation MohammadReza EskandariNasab S. M. Hamdi S. F. Boubrahimi GAN AI4TS 23 1 0 21 Sep 2024
Inference acceleration for large language models using "stairs" assisted greedy generation Domas Grigaliunas M. Lukoševičius 26 0 0 29 Jul 2024
Hierarchically Disentangled Recurrent Network for Factorizing System Dynamics of Multi-scale Systems: An application on Hydrological Systems Rahul Ghosh Zac McEachran Arvind Renganathan Kelly Lindsay Somya Sharma M. Steinbach John L. Nieber Christopher J. Duffy Vipin Kumar AI4CE BDL 39 0 0 29 Jul 2024
Reinforced Decoder: Towards Training Recurrent Neural Networks for Time Series Forecasting Qi Sima Xinze Zhang Yukun Bao Siyue Yang Liang Shen AI4TS 37 1 0 14 Jun 2024
Defining error accumulation in ML atmospheric simulators R. Parthipan Mohit Anand Hannah M. Christensen J. S. Hosking Damon J. Wischik 29 1 0 23 May 2024
End-to-End Real-World Polyphonic Piano Audio-to-Score Transcription with Hierarchical Decoding Wei Zeng Xian He Ye Wang 19 0 0 22 May 2024
PyramidInfer: Pyramid KV Cache Compression for High-throughput LLM Inference Dongjie Yang Xiaodong Han Yan Gao Yao Hu Shilin Zhang Hai Zhao 36 50 0 21 May 2024
ACEGEN: Reinforcement learning of generative chemical agents for drug discovery Albert Bou Morgan Thomas Sebastian Dittert Carles Navarro Ramírez Maciej Majewski ... Mazen Ahmad Vincent Moens Woody Sherman Simone Sciabola Gianni de Fabritiis 40 4 0 07 May 2024
Efficient Sample-Specific Encoder Perturbations Yassir Fathullah Mark J. F. Gales 21 0 0 01 May 2024
Understanding attention-based encoder-decoder networks: a case study with chess scoresheet recognition Sergio Y. Hayashi N. Hirata 43 0 0 23 Apr 2024
Sentence-Level or Token-Level? A Comprehensive Study on Knowledge Distillation Jingxuan Wei Linzhuang Sun Yichong Leng Xu Tan Bihui Yu Ruifeng Guo 43 3 0 23 Apr 2024
MASSM: An End-to-End Deep Learning Framework for Multi-Anatomy Statistical Shape Modeling Directly From Images Janmesh Ukey Tushar Kataria Shireen Elhabian MedIm 25 1 0 16 Mar 2024
The pitfalls of next-token prediction Gregor Bachmann Vaishnavh Nagarajan 37 59 0 11 Mar 2024
Neural Exec: Learning (and Learning from) Execution Triggers for Prompt Injection Attacks Dario Pasquini Martin Strohmeier Carmela Troncoso AAML 26 21 0 06 Mar 2024
Neural machine translation of clinical procedure codes for medical diagnosis and uncertainty quantification Pei-Hung Chung Shuhan He Norawit Kijpaisalratana Abdel-badih el Ariss Byung-Jun Yoon 11 0 0 07 Feb 2024
DySLIM: Dynamics Stable Learning by Invariant Measure for Chaotic Systems Yair Schiff Zhong Yi Wan Jeffrey B. Parker Stephan Hoyer Volodymyr Kuleshov Fei Sha Leonardo Zepeda-Núnez 28 11 0 06 Feb 2024
A Multi-step Loss Function for Robust Learning of the Dynamics in Model-based Reinforcement Learning Abdelhakim Benechehab Albert Thomas Giuseppe Paolo Maurizio Filippone Balázs Kégl NoLa 15 1 0 05 Feb 2024
SutraNets: Sub-series Autoregressive Networks for Long-Sequence, Probabilistic Forecasting Shane Bergsma Timothy J. Zeyl Lei Guo AI4TS 30 3 0 22 Dec 2023
DSS: Synthesizing long Digital Ink using Data augmentation, Style encoding and Split generation A. Timofeev Anastasiia Fadeeva A. Afonin C. Musat Andrii Maksai 50 2 0 29 Nov 2023
Multilingual Mathematical Autoformalization Albert Q. Jiang Wenda Li M. Jamnik AI4CE 29 19 0 07 Nov 2023
Time-series Generation by Contrastive Imitation Daniel Jarrett Ioana Bica M. Schaar AI4TS 13 24 0 02 Nov 2023
Multi-Path Long-Term Vessel Trajectories Forecasting with Probabilistic Feature Fusion for Problem Shifting Gabriel Spadon Jay Kumar Derek Eden Josh van Berkel Tom Foster Amílcar Soares Ronan Fablet Stan Matwin Ronald Pelot 37 4 0 29 Oct 2023
Kernel-Elastic Autoencoder for Molecular Design Haote Li Yu Shee B. Allen F. Maschietto Victor S. Batista 19 5 0 12 Oct 2023
FABind: Fast and Accurate Protein-Ligand Binding Qizhi Pei Kaiyuan Gao Lijun Wu Jinhua Zhu Yingce Xia Shufang Xie Tao Qin Kun He Tie-Yan Liu Rui Yan 34 19 0 10 Oct 2023
Generative Modeling of Regular and Irregular Time Series Data via Koopman VAEs Ilan Naiman N. Benjamin Erichson Pu Ren Lbnl Michael W. Mahoney ICSI Omri Azencot AI4TS 19 18 0 04 Oct 2023
Towards Green AI in Fine-tuning Large Language Models via Adaptive Backpropagation Kai Huang Hanyu Yin Heng Huang Wei Gao 25 11 0 22 Sep 2023
Quantitative Analysis of Forecasting Models:In the Aspect of Online Political Bias S. Tripuraneni Sadia Kamal A. Bagavathi 11 1 0 11 Sep 2023
Fully Embedded Time-Series Generative Adversarial Networks Joe Beck S. Chakraborty GAN TTA AI4TS 22 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 25 221 0 10 Aug 2023
Bird's-Eye-View Scene Graph for Vision-Language Navigation Ruitao Liu Xiaohan Wang Wenguan Wang Yi Yang 15 48 0 09 Aug 2023
Scaling Data Generation in Vision-and-Language Navigation Zun Wang Jialu Li Yicong Hong Yi Wang Qi Wu Mohit Bansal Stephen Gould Hao Tan Yu Qiao LM&Ro 32 54 0 28 Jul 2023
Adversarial Conversational Shaping for Intelligent Agents Piotr Tarasiewicz Sultan Kenjeyev Ilana Sebag Shehab Alshehabi GAN 11 0 0 20 Jul 2023
On the Constrained Time-Series Generation Problem Andrea Coletta Sriram Gopalakrishnan Daniel Borrajo Svitlana Vyetrenko DiffM AI4TS 18 34 0 04 Jul 2023
Learning Descriptive Image Captioning via Semipermeable Maximum Likelihood Estimation Zihao Yue Anwen Hu Liang Zhang Qin Jin 24 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 30 24 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 33 78 0 02 Jun 2023