Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks

9 June 2015

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

50 / 374 papers shown

Title
Adaptor: Objective-Centric Adaptation Framework for Language Models Michal vStefánik Vít Novotný Nikola Groverová Petr Sojka 35 10 0 08 Mar 2022
Bridging the Gap Between Learning in Discrete and Continuous Environments for Vision-and-Language Navigation Yicong Hong Zun Wang Qi Wu Stephen Gould 3DV 32 64 0 05 Mar 2022
Autoregressive Image Generation using Residual Quantization Doyup Lee Chiheon Kim Saehoon Kim Minsu Cho Wook-Shin Han VGen 181 330 0 03 Mar 2022
Data-to-text Generation with Variational Sequential Planning Ratish Puduppully Yao Fu Mirella Lapata 56 21 0 28 Feb 2022
Robust Probabilistic Time Series Forecasting Taeho Yoon Youngsuk Park Ernest K. Ryu Yuyang Wang AAML AI4TS 20 18 0 24 Feb 2022
Think Global, Act Local: Dual-scale Graph Transformer for Vision-and-Language Navigation Shizhe Chen Pierre-Louis Guhur Makarand Tapaswi Cordelia Schmid Ivan Laptev LM&Ro 33 139 0 23 Feb 2022
Simulating Network Paths with Recurrent Buffering Units Divyam Anshumaan S. Balasubramanian Shubham Tiwari Nagarajan Natarajan Sundararajan Sellamanickam V. Padmanabhan 32 0 0 23 Feb 2022
Neural Speech Synthesis on a Shoestring: Improving the Efficiency of LPCNet J. Valin Umut Isik Paris Smaragdis A. Krishnaswamy 27 4 0 22 Feb 2022
RTGNN: A Novel Approach to Model Stochastic Traffic Dynamics Ke Sun Stephen M. Chaves Paul D. Martin Vijay Kumar GNN 38 1 0 21 Feb 2022
Robust Reinforcement Learning via Genetic Curriculum Yeeho Song J. Schneider 26 9 0 17 Feb 2022
Exploring the Limits of Domain-Adaptive Training for Detoxifying Large-Scale Language Models Wei Ping Ming-Yu Liu Chaowei Xiao P. Xu M. Patwary M. Shoeybi Bo-wen Li Anima Anandkumar Bryan Catanzaro 25 65 0 08 Feb 2022
Survey of Hallucination in Natural Language Generation Ziwei Ji Nayeon Lee Rita Frieske Tiezheng Yu D. Su ... Delong Chen Wenliang Dai Ho Shu Chan Andrea Madotto Pascale Fung HILM LRM 70 2,243 0 08 Feb 2022
Generative Cooperative Networks for Natural Language Generation Sylvain Lamprier Thomas Scialom Antoine Chaffin Vincent Claveau Ewa Kijak Jacopo Staiano Benjamin Piwowarski GAN 54 13 0 28 Jan 2022
English-to-Chinese Transliteration with Phonetic Back-transliteration Shih-Sian Cheng Zhuofei Ding Songpeng Yan 21 1 0 20 Dec 2021
Efficient Document-level Event Extraction via Pseudo-Trigger-aware Pruned Complete Graph Tong Zhu Xiaoye Qu Wenliang Chen Zhefeng Wang Baoxing Huai N. Yuan Min Zhang 30 46 0 11 Dec 2021
Sequence-level self-learning with multiple hypotheses K. Kumatani Dimitrios Dimitriadis Yashesh Gaur R. Gmyr Sefik Emre Eskimez Jinyu Li Michael Zeng SSL 25 1 0 10 Dec 2021
LipSound2: Self-Supervised Pre-Training for Lip-to-Speech Reconstruction and Lip Reading Leyuan Qu C. Weber S. Wermter 38 23 0 09 Dec 2021
Forecasting Brain Activity Based on Models of Spatio-Temporal Brain Dynamics: A Comparison of Graph Neural Network Architectures S. Wein Alina Schüller A. Tomé W. Malloni M. Greenlee E. Lang AI4CE 38 14 0 08 Dec 2021
Global Context with Discrete Diffusion in Vector Quantised Modelling for Image Generation Minghui Hu Yujie Wang Tat-Jen Cham Jianfei Yang P.N.Suganthan DiffM 13 40 0 03 Dec 2021
Action2video: Generating Videos of Human 3D Actions Chuan Guo Wei Ji Sen Wang Xinshuang Liu Shihao Zou Minglun Gong Li Cheng 3DH 73 22 0 12 Nov 2021
Sequence-to-Sequence Modeling for Action Identification at High Temporal Resolution Aakash Kaku Kangning Liu A. Parnandi H. Rajamohan Kannan Venkataramanan Anita Venkatesan Audre Wirtanen Natasha Pandit Heidi M. Schambra C. Fernandez‐Granda 27 5 0 03 Nov 2021
Sparsely Changing Latent States for Prediction and Planning in Partially Observable Domains Christian Gumbsch Martin Volker Butz Georg Martius AI4CE 26 21 0 29 Oct 2021
History Aware Multimodal Transformer for Vision-and-Language Navigation Shizhe Chen Pierre-Louis Guhur Cordelia Schmid Ivan Laptev LM&Ro 28 226 0 25 Oct 2021
Diverse Audio Captioning via Adversarial Training Xinhao Mei Xubo Liu Jianyuan Sun Mark D. Plumbley Wenwu Wang DiffM GAN 48 28 0 13 Oct 2021
Integrating Categorical Features in End-to-End ASR Rongqing Huang 26 1 0 06 Oct 2021
Fully Spiking Variational Autoencoder Hiromichi Kamata Yusuke Mukuta Tatsuya Harada BDL DRL 38 41 0 26 Sep 2021
Relating Neural Text Degeneration to Exposure Bias Ting-Rui Chiang Yun-Nung Chen 53 17 0 17 Sep 2021
Cross Modification Attention Based Deliberation Model for Image Captioning Zheng Lian Yanan Zhang Haichang Li Rui Wang Xiaohui Hu 24 4 0 17 Sep 2021
Improving Scheduled Sampling with Elastic Weight Consolidation for Neural Machine Translation Michalis Korakakis Andreas Vlachos CLL 31 2 0 13 Sep 2021
Fixing exposure bias with imitation learning needs powerful oracles L. Hormann Artem Sokolov 31 3 0 09 Sep 2021
Sparsity and Sentence Structure in Encoder-Decoder Attention of Summarization Systems Potsawee Manakul Mark J. F. Gales 21 5 0 08 Sep 2021
Sensor-Augmented Egocentric-Video Captioning with Dynamic Modal Attention Katsuyuki Nakamura Hiroki Ohashi Mitsuhiro Okada EgoV 31 12 0 07 Sep 2021
Survey of Low-Resource Machine Translation Barry Haddow Rachel Bawden Antonio Valerio Miceli Barone Jindvrich Helcl Alexandra Birch AIMat 31 148 0 01 Sep 2021
TREND: Trigger-Enhanced Relation-Extraction Network for Dialogues Po-Wei Lin Shang-Yu Su Yun-Nung Chen 34 5 0 31 Aug 2021
Factual Consistency Evaluation for Text Summarization via Counterfactual Estimation Yuexiang Xie Fei Sun Yang Deng Yaliang Li Bolin Ding HILM 26 53 0 30 Aug 2021
Scheduled Sampling Based on Decoding Steps for Neural Machine Translation Yijin Liu Fandong Meng Jinan Xu Jinan Xu Jie Zhou 28 16 0 30 Aug 2021
Layer-wise Model Pruning based on Mutual Information Chun Fan Jiwei Li Xiang Ao Fei Wu Yuxian Meng Xiaofei Sun 46 19 0 28 Aug 2021
Alleviating Exposure Bias via Contrastive Learning for Abstractive Text Summarization Shichao Sun Wenjie Li 19 26 0 26 Aug 2021
Integrated Speech and Gesture Synthesis Siyang Wang Simon Alexanderson Joakim Gustafson Jonas Beskow G. Henter Éva Székely 37 19 0 25 Aug 2021
Reducing Exposure Bias in Training Recurrent Neural Network Transducers Xiaodong Cui Brian Kingsbury G. Saon David Haws Zoltán Tüske 19 5 0 24 Aug 2021
ImageBART: Bidirectional Context with Multinomial Diffusion for Autoregressive Image Synthesis Patrick Esser Robin Rombach A. Blattmann Bjorn Ommer DiffM 38 156 0 19 Aug 2021
X-modaler: A Versatile and High-performance Codebase for Cross-modal Analytics Yehao Li Yingwei Pan Jingwen Chen Ting Yao Tao Mei VLM 19 31 0 18 Aug 2021
Adaptive Anomaly Detection for Internet of Things in Hierarchical Edge Computing: A Contextual-Bandit Approach Mao V. Ngo Tie-Mei Luo Tony Q.S. Quek 27 14 0 09 Aug 2021
Non-local Graph Convolutional Network for joint Activity Recognition and Motion Prediction Dianhao Zhang Ngo Anh Vien Mien Van Seán F. McLoone 3DH HAI 29 6 0 03 Aug 2021
Generative adversarial networks in time series: A survey and taxonomy Eoin Brophy Zhengwei Wang Qi She Tomas E. Ward EGVM AI4TS 17 57 0 23 Jul 2021
Melody Structure Transfer Network: Generating Music with Separable Self-Attention Ning Zhang Junchi Yan MGen 18 1 0 21 Jul 2021
A Survey on Neural Speech Synthesis Xu Tan Tao Qin Frank Soong Tie-Yan Liu AI4TS 18 352 0 29 Jun 2021
RNN with Particle Flow for Probabilistic Spatio-temporal Forecasting Soumyasundar Pal Liheng Ma Yingxue Zhang Mark J. Coates BDL AI4TS 33 22 0 10 Jun 2021
Enhancing Label Correlation Feedback in Multi-Label Text Classification via Multi-Task Learning Ximing Zhang Qian-Wen Zhang Zhao Yan Ruifang Liu Yunbo Cao 22 48 0 06 Jun 2021
Deep Probabilistic Time Series Forecasting using Augmented Recurrent Input for Dynamic Systems Haitao Liu Changjun Liu Xiaomo Jiang Xudong Chen Shuhua Yang Xiaofang Wang BDL AI4TS 38 2 0 03 Jun 2021