Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks

9 June 2015

Papers citing "Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks"

50 / 352 papers shown

Title
KETCHUP: K-Step Return Estimation for Sequential Knowledge Distillation Jiabin Fan Guoqing Luo Michael Bowling Lili Mou OffRL 65 0 0 26 Apr 2025
Vehicle Acceleration Prediction Considering Environmental Influence and Individual Driving Behavior Wenxuan Wang Li Zhang Jiale Lei Yin Feng Hengxu Hu 31 0 0 05 Apr 2025
Robust Latent Matters: Boosting Image Generation with Sampling Error Synthesis Kai Qiu Xianrui Li Jason Kuen H. Chen Xiaohao Xu Jiuxiang Gu Yinyi Luo Bhiksha Raj Zhe-nan Lin Marios Savvides 62 0 0 11 Mar 2025
Enabling AI Scientists to Recognize Innovation: A Domain-Agnostic Algorithm for Assessing Novelty Yao Wang Mingxuan Cui Arthur Jiang 61 0 0 03 Mar 2025
Reversal Blessing: Thinking Backward May Outpace Thinking Forward in Multi-choice Questions Yizhe Zhang Richard He Bai Zijin Gu Ruixiang Zhang Jiatao Gu Emmanuel Abbe Samy Bengio Navdeep Jaitly LRM BDL 70 1 0 25 Feb 2025
Sequence-level Large Language Model Training with Contrastive Preference Optimization Zhili Feng Dhananjay Ram Cole Hawkins Aditya Rawal Jinman Zhao Sheng Zha 62 0 0 23 Feb 2025
MoGERNN: An Inductive Traffic Predictor for Unobserved Locations in Dynamic Sensing Networks Qishen Zhou Yifan Zhang Michail A. Makridis Anastasios Kouvelas Yibing Wang Simon Hu AI4TS 77 1 0 21 Jan 2025
Decoupled Sequence and Structure Generation for Realistic Antibody Design Nayoung Kim Minsu Kim Sungsoo Ahn Jinkyoo Park 47 0 0 20 Jan 2025
Simplified and Generalized Masked Diffusion for Discrete Data Jiaxin Shi Kehang Han Z. Wang Arnaud Doucet Michalis K. Titsias DiffM 85 62 0 17 Jan 2025
DSRC: Learning Density-insensitive and Semantic-aware Collaborative Representation against Corruptions Jingyu Zhang Yilei Wang Lang Qian Peng Sun Zengwen Li Sudong Jiang Maolin Liu Liang Song 100 1 0 14 Dec 2024
Fine-Grained Reward Optimization for Machine Translation using Error Severity Mappings Miguel Moura Ramos Tomás Almeida Daniel Vareta Filipe Azevedo Sweta Agrawal Patrick Fernandes André F. T. Martins 31 1 0 08 Nov 2024
Energy-Based Diffusion Language Models for Text Generation Minkai Xu Tomas Geffner Karsten Kreis Weili Nie Yilun Xu J. Leskovec Stefano Ermon Arash Vahdat DiffM 46 7 0 28 Oct 2024
SWITCH: Studying with Teacher for Knowledge Distillation of Large Language Models Jahyun Koo Yerin Hwang Yongil Kim Taegwan Kang Hyunkyung Bae Kyomin Jung 57 0 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
A domain decomposition-based autoregressive deep learning model for unsteady and nonlinear partial differential equations Sheel Nidhan Haoliang Jiang Lalit Ghule C. Umphrey Rishikesh Ranade Jay Pathak AI4CE 42 0 0 26 Aug 2024
HiLo: A Learning Framework for Generalized Category Discovery Robust to Domain Shifts Hongjun Wang S. Vaze Kai Han 74 4 0 08 Aug 2024
Robust Zero-Shot Text-to-Speech Synthesis with Reverse Inference Optimization Yuchen Hu Chen Chen Siyin Wang Eng Siong Chng C. Zhang 43 3 0 02 Jul 2024
A Pattern Language for Machine Learning Tasks Benjamin Rodatz Ian Fan Tuomas Laakkonen Neil John Ortega Thomas Hoffman Vincent Wang-Ma'scianica 56 3 0 02 Jul 2024
How to Learn in a Noisy World? Self-Correcting the Real-World Data Noise in Machine Translation Yan Meng Di Wu Christof Monz 30 1 0 02 Jul 2024
Self-Improving Robust Preference Optimization Eugene Choi Arash Ahmadian Matthieu Geist Oilvier Pietquin M. G. Azar 31 8 0 03 Jun 2024
What Have We Achieved on Non-autoregressive Translation? Yafu Li Huajian Zhang Jianhao Yan Yongjing Yin Yue Zhang 33 1 0 21 May 2024
Better & Faster Large Language Models via Multi-token Prediction Fabian Gloeckle Badr Youbi Idrissi Baptiste Rozière David Lopez-Paz Gabriele Synnaeve 26 92 0 30 Apr 2024
Self-playing Adversarial Language Game Enhances LLM Reasoning Pengyu Cheng Tianhao Hu Han Xu Zhisong Zhang Yong Dai Lei Han Nan Du Nan Du Xiaolong Li SyDa LRM ReLM 98 29 0 16 Apr 2024
FABind+: Enhancing Molecular Docking through Improved Pocket Prediction and Pose Generation Kaiyuan Gao Qizhi Pei Jinhua Zhu Kun He Lijun Wu Lijun Wu 34 6 0 29 Mar 2024
Policy Improvement using Language Feedback Models Victor Zhong Dipendra Kumar Misra Xingdi Yuan Marc-Alexandre Côté 16 9 0 12 Feb 2024
Hallucination is Inevitable: An Innate Limitation of Large Language Models Ziwei Xu Sanjay Jain Mohan S. Kankanhalli HILM LRM 71 212 0 22 Jan 2024
C2FAR: Coarse-to-Fine Autoregressive Networks for Precise Probabilistic Forecasting Shane Bergsma Timothy J. Zeyl J. R. Anaraki Lei Guo BDL AI4TS 26 9 0 22 Dec 2023
Photorealistic Video Generation with Diffusion Models Agrim Gupta Lijun Yu Kihyuk Sohn Xiuye Gu Meera Hahn Fei-Fei Li Irfan Essa Lu Jiang José Lezama VGen 57 174 0 11 Dec 2023
Context Consistency between Training and Testing in Simultaneous Machine Translation M. Zhong Lemao Liu Kehai Chen Mingming Yang Min Zhang LRM 32 0 0 13 Nov 2023
Multimodal Representations for Teacher-Guided Compositional Visual Reasoning Wafa Aissa Marin Ferecatu M. Crucianu LRM 20 0 0 24 Oct 2023
Matryoshka Diffusion Models Jiatao Gu Shuangfei Zhai Yizhen Zhang Joshua M. Susskind Navdeep Jaitly DiffM 21 43 0 23 Oct 2023
CausalTime: Realistically Generated Time-series for Benchmarking of Causal Discovery Yuxiao Cheng Ziqian Wang Tingxiong Xiao Qin Zhong J. Suo Kunlun He AI4TS CML 30 11 0 03 Oct 2023
Latent assimilation with implicit neural representations for unknown dynamics Zhuoyuan Li Bin Dong Pingwen Zhang AI4CE 24 3 0 18 Sep 2023
Attention-based Dynamic Graph Convolutional Recurrent Neural Network for Traffic Flow Prediction in Highway Transportation Tianpu Zhang Weilong Ding Mengda Xing GNN AI4TS 22 0 0 13 Sep 2023
Feature-aware conditional GAN for category text generation Xinze Li K. Mao Fanfan Lin Zijian Feng GAN 26 15 0 02 Aug 2023
Integration of Frame- and Label-synchronous Beam Search for Streaming Encoder-decoder Speech Recognition E. Tsunoo Hayato Futami Yosuke Kashiwagi Siddhant Arora Shinji Watanabe 27 4 0 24 Jul 2023
Long-range Language Modeling with Self-retrieval Ohad Rubin Jonathan Berant RALM KELM 19 18 0 23 Jun 2023
Spatiotemporal-Augmented Graph Neural Networks for Human Mobility Simulation Yu Wang Tongya Zheng Shunyu Liu Zunlei Feng Kaixuan Chen Yunzhi Hao Min-Gyoo Song 23 7 0 15 Jun 2023
Annotation-Inspired Implicit Discourse Relation Classification with Auxiliary Discourse Connective Generation Wei Liu Michael Strube 19 15 0 10 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
Neural Machine Translation for Code Generation K. Dharma Clayton T. Morrison 32 4 0 22 May 2023
A Framework for Bidirectional Decoding: Case Study in Morphological Inflection Marc E. Canby J. Hockenmaier 25 2 0 21 May 2023
Balancing Lexical and Semantic Quality in Abstractive Summarization Jeewoo Sul Y. Choi 30 4 0 17 May 2023
A Systematic Study of Knowledge Distillation for Natural Language Generation with Pseudo-Target Training Nitay Calderon Subhabrata Mukherjee Roi Reichart Amir Kantor 36 17 0 03 May 2023
Cheap and Deterministic Inference for Deep State-Space Models of Interacting Dynamical Systems Andreas Look M. Kandemir Barbara Rakitsch Jan Peters BDL 30 6 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 43 5 0 06 Apr 2023
Music-Driven Group Choreography Nhat Le Thang M. Pham Tuong Khanh Long Do Erman Tjiputra Quang-Dieu Tran A. Nguyen 33 25 0 22 Mar 2023
Coupled Multiwavelet Neural Operator Learning for Coupled Partial Differential Equations Xiongye Xiao De-An Cao Ruochen Yang Gaurav Gupta Gengshuo Liu Chenzhong Yin R. Balan P. Bogdan 71 9 0 04 Mar 2023
Improved Training of Mixture-of-Experts Language GANs Yekun Chai Qiyue Yin Junge Zhang GAN 19 5 0 23 Feb 2023
Learning from Predictions: Fusing Training and Autoregressive Inference for Long-Term Spatiotemporal Forecasts Pantelis R. Vlachas Petros Koumoutsakos AI4TS AI4CE 18 7 0 22 Feb 2023