Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks

9 June 2015

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

50 / 376 papers shown

Title
SemStyle: Learning to Generate Stylised Image Captions using Unaligned Text A. Mathews Lexing Xie Xuming He VLM 24 115 0 18 May 2018
QuaterNet: A Quaternion-based Recurrent Model for Human Motion Dario Pavllo David Grangier Michael Auli 3DH 22 259 0 16 May 2018
RETURNN as a Generic Flexible Neural Toolkit with Application to Translation and Speech Recognition Albert Zeyer Tamer Alkhouli Hermann Ney 37 90 0 14 May 2018
Token-level and sequence-level loss smoothing for RNN language models Maha Elbayad Laurent Besacier Jakob Verbeek 22 19 0 14 May 2018
Discourse-Aware Neural Rewards for Coherent Text Generation Antoine Bosselut Asli Celikyilmaz Xiaodong He Jianfeng Gao Po-Sen Huang Yejin Choi 23 79 0 10 May 2018
Toward Diverse Text Generation with Inverse Reinforcement Learning Zhan Shi Xinchi Chen Xipeng Qiu Xuanjing Huang 14 104 0 30 Apr 2018
PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning Yunbo Wang Zhifeng Gao Mingsheng Long Jianmin Wang Philip S. Yu 20 470 0 17 Apr 2018
Watch, Listen, and Describe: Globally and Locally Aligned Cross-Modal Attentions for Video Captioning Qing Guo Yuan-fang Wang William Yang Wang 13 76 0 15 Apr 2018
CoT: Cooperative Training for Generative Modeling of Discrete Data Sidi Lu Lantao Yu Siyuan Feng Yaoming Zhu Weinan Zhang Yong Yu GAN 33 19 0 11 Apr 2018
Regularizing RNNs for Caption Generation by Reconstructing The Past with The Present Xinpeng Chen Lin Ma Wenhao Jiang Jian Yao Wen Liu 17 92 0 30 Mar 2018
A Hierarchical Latent Vector Model for Learning Long-Term Structure in Music Adam Roberts Jesse Engel Colin Raffel Curtis Hawthorne Douglas Eck BDL 41 474 0 13 Mar 2018
Learning Longer-term Dependencies in RNNs with Auxiliary Losses Trieu H. Trinh Andrew M. Dai Thang Luong Quoc V. Le 32 179 0 01 Mar 2018
Ranking Sentences for Extractive Summarization with Reinforcement Learning Shashi Narayan Shay B. Cohen Mirella Lapata 28 545 0 23 Feb 2018
Progressive Reinforcement Learning with Distillation for Multi-Skilled Motion Control Glen Berseth Kevin Xie Paul Cernek M. van de Panne 29 56 0 13 Feb 2018
Improving Variational Encoder-Decoders in Dialogue Generation Xiaoyu Shen Hui Su Shuzi Niu Vera Demberg DRL 32 99 0 06 Feb 2018
MaskGAN: Better Text Generation via Filling in the______ W. Fedus Ian Goodfellow Andrew M. Dai 24 468 0 23 Jan 2018
Multi-Label Learning from Medical Plain Text with Convolutional Residual Models Xinyuan Zhang Ricardo Henao Zhe Gan Yitong Li Lawrence Carin 27 33 0 15 Jan 2018
Convolutional Image Captioning J. Aneja Aditya Deshpande A. Schwing VLM 37 359 0 24 Nov 2017
Speech recognition for medical conversations Chung-Cheng Chiu Anshuman Tripathi Katherine Chou Chris Co Navdeep Jaitly ... Ananth Sankar Justin Tansuwan Nathan Wan Yonghui Wu Xuedong Zhang LM&MA 30 84 0 20 Nov 2017
Paraphrase Generation with Deep Reinforcement Learning Zichao Li Xin Jiang Lifeng Shang Hang Li OffRL 16 213 0 01 Nov 2017
TreeQN and ATreeC: Differentiable Tree-Structured Models for Deep Reinforcement Learning Gregory Farquhar Tim Rocktaschel Maximilian Igl Shimon Whiteson OffRL 22 71 0 31 Oct 2017
Order-Preserving Abstractive Summarization for Spoken Content Based on Connectionist Temporal Classification Bo-Ru Lu Frank Shyu Yun-Nung (Vivian) Chen Hung-yi Lee Lin-Shan Lee 24 5 0 16 Sep 2017
A Unified Query-based Generative Model for Question Generation and Question Answering Linfeng Song Zhiguo Wang Wael Hamza 31 48 0 04 Sep 2017
Recent Trends in Deep Learning Based Natural Language Processing Tom Young Devamanyu Hazarika Soujanya Poria Min Zhang 35 2,824 0 09 Aug 2017
A Continuous Relaxation of Beam Search for End-to-end Training of Neural Sequence Models Kartik Goyal Graham Neubig Chris Dyer Taylor Berg-Kirkpatrick 3DV 44 40 0 01 Aug 2017
Learning audio sequence representations for acoustic event classification Zixing Zhang Ding Liu Jing Han Kun Qian Björn Schuller SSL AI4TS 38 14 0 27 Jul 2017
Imagination-Augmented Agents for Deep Reinforcement Learning T. Weber S. Racanière David P. Reichert Lars Buesing A. Guez ... Razvan Pascanu Peter W. Battaglia Demis Hassabis David Silver Daan Wierstra LM&Ro 51 551 0 19 Jul 2017
Auto-Conditioned Recurrent Networks for Extended Complex Human Motion Synthesis Zimo Li Yi Zhou Shuangjiu Xiao C. He Zeng Huang Hao Li 3DH 24 47 0 17 Jul 2017
Reverse Curriculum Generation for Reinforcement Learning Carlos Florensa David Held Markus Wulfmeier Michael Zhang Pieter Abbeel 34 435 0 17 Jul 2017
Neural Sequence Model Training via $α$ -divergence Minimization Sotetsu Koyamada Yuta Kikuchi Atsunori Kanemura S. Maeda S. Ishii 65 0 0 30 Jun 2017
Action Search: Spotting Actions in Videos and Its Application to Temporal Action Localization Humam Alwassel Fabian Caba Heilbron Guohao Li 30 7 0 13 Jun 2017
Modeling The Intensity Function Of Point Process Via Recurrent Neural Networks Shuai Xiao Junchi Yan Stephen M. Chu Xiaokang Yang H. Zha AI4TS 20 265 0 24 May 2017
On-the-fly Operation Batching in Dynamic Computation Graphs Graham Neubig Yoav Goldberg Chris Dyer 34 60 0 22 May 2017
Automatic Goal Generation for Reinforcement Learning Agents Carlos Florensa David Held Xinyang Geng Pieter Abbeel 78 498 0 17 May 2017
On human motion prediction using recurrent neural networks Julieta Martinez Michael J. Black Javier Romero 3DH 22 923 0 06 May 2017
A comprehensive study of batch construction strategies for recurrent neural networks in MXNet P. Doetsch Pavel Golik Hermann Ney 32 17 0 05 May 2017
From Language to Programs: Bridging Reinforcement Learning and Maximum Marginal Likelihood Kelvin Guu Panupong Pasupat E. Liu Percy Liang 34 190 0 25 Apr 2017
Differentiable Scheduled Sampling for Credit Assignment Kartik Goyal Chris Dyer Taylor Berg-Kirkpatrick 24 40 0 23 Apr 2017
Neural End-to-End Learning for Computational Argumentation Mining Steffen Eger Johannes Daxenberger Iryna Gurevych 19 192 0 20 Apr 2017
Recurrent Environment Simulators Silvia Chiappa S. Racanière Daan Wierstra S. Mohamed 28 206 0 07 Apr 2017
Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images Rakshith Shetty Bernt Schiele Mario Fritz 35 223 0 30 Mar 2017
Tacotron: Towards End-to-End Speech Synthesis Yuxuan Wang RJ Skerry-Ryan Daisy Stanton Yonghui Wu Ron J. Weiss ... Samy Bengio Quoc V. Le Yannis Agiomyrgiannakis R. Clark Rif A. Saurous 45 1,804 0 29 Mar 2017
Coordinated Multi-Agent Imitation Learning Hoang Minh Le Yisong Yue Peter Carr P. Lucey 31 187 0 09 Mar 2017
Neural Machine Translation and Sequence-to-sequence Models: A Tutorial Graham Neubig AIMat 37 171 0 05 Mar 2017
Incorporating Global Visual Features into Attention-Based Neural Machine Translation Iacer Calixto Qun Liu Nick Campbell 32 154 0 23 Jan 2017
Comprehension-guided referring expressions Ruotian Luo Gregory Shakhnarovich ObjD 29 171 0 12 Jan 2017
Areas of Attention for Image Captioning M. Pedersoli Thomas Lucas Cordelia Schmid Jakob Verbeek 33 205 0 03 Dec 2016
Self-critical Sequence Training for Image Captioning Steven J. Rennie E. Marcheret Youssef Mroueh Jerret Ross Vaibhava Goel 11 1,877 0 02 Dec 2016
Semantic Regularisation for Recurrent Image Annotation Feng Liu Tao Xiang Timothy M. Hospedales Wankou Yang Changyin Sun 31 103 0 16 Nov 2016
Lip Reading Sentences in the Wild Joon Son Chung A. Senior Oriol Vinyals Andrew Zisserman 176 784 0 16 Nov 2016