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Sequence to Sequence Learning with Neural Networks

10 September 2014

Papers citing "Sequence to Sequence Learning with Neural Networks"

50 / 6,175 papers shown

Title
Recurrent Neural Networks for Driver Activity Anticipation via Sensory-Fusion Architecture Ashesh Jain Avi Singh H. Koppula Shane Soh Ashutosh Saxena 87 256 0 16 Sep 2015
Guiding Long-Short Term Memory for Image Caption Generation Xu Jia E. Gavves Basura Fernando Tinne Tuytelaars VLM 70 101 0 16 Sep 2015
Fast Second-Order Stochastic Backpropagation for Variational Inference Kai Fan Ziteng Wang J. Beck James T. Kwok Katherine A. Heller ODL BDL DRL 95 46 0 09 Sep 2015
What to talk about and how? Selective Generation using LSTMs with Coarse-to-Fine Alignment Hongyuan Mei Joey Tianyi Zhou Matthew R. Walter 99 289 0 02 Sep 2015
A Neural Attention Model for Abstractive Sentence Summarization Alexander M. Rush S. Chopra Jason Weston CVBM 188 2,703 0 02 Sep 2015
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 281 7,775 0 31 Aug 2015
Domain Generalization for Object Recognition with Multi-task Autoencoders Muhammad Ghifary W. Kleijn Mengjie Zhang David Balduzzi ViT OOD 86 662 0 31 Aug 2015
Component-Enhanced Chinese Character Embeddings Yanran Li Wenjie Li Fei Sun Sujian Li 62 100 0 26 Aug 2015
Character-Aware Neural Language Models Yoon Kim Yacine Jernite David Sontag Alexander M. Rush 116 1,670 0 26 Aug 2015
Towards Neural Network-based Reasoning Baolin Peng Zhengdong Lu Hang Li Kam-Fai Wong NAI LRM 81 74 0 22 Aug 2015
End-to-End Attention-based Large Vocabulary Speech Recognition Dzmitry Bahdanau J. Chorowski Dmitriy Serdyuk Philemon Brakel Yoshua Bengio 108 1,152 0 18 Aug 2015
Learning Meta-Embeddings by Using Ensembles of Embedding Sets Wenpeng Yin Hinrich Schütze FedML 55 29 0 18 Aug 2015
Molding CNNs for text: non-linear, non-consecutive convolutions Tao Lei Regina Barzilay Tommi Jaakkola 103 146 0 17 Aug 2015
The SP theory of intelligence: distinctive features and advantages J. G. Wolff 48 31 0 17 Aug 2015
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 463 7,974 0 17 Aug 2015
Depth-Gated LSTM Kaisheng Yao Trevor Cohn Katerina Vylomova Kevin Duh Chris Dyer VLM 62 74 0 16 Aug 2015
Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems Tsung-Hsien Wen Milica Gasic N. Mrksic Pei-hao Su David Vandyke S. Young 136 951 0 07 Aug 2015
Listen, Attend and Spell William Chan Navdeep Jaitly Quoc V. Le Oriol Vinyals RALM 172 2,272 0 05 Aug 2015
Time-series modeling with undecimated fully convolutional neural networks Roni Mittelman AI4TS BDL 87 50 0 03 Aug 2015
Recurrent Network Models for Human Dynamics Katerina Fragkiadaki Sergey Levine Panna Felsen Jitendra Malik 93 30 0 02 Aug 2015
Action-Conditional Video Prediction using Deep Networks in Atari Games Junhyuk Oh Xiaoxiao Guo Honglak Lee Richard L. Lewis Satinder Singh 151 855 0 31 Jul 2015
Neural NILM: Deep Neural Networks Applied to Energy Disaggregation Jack Kelly William Knottenbelt AI4TS 103 795 0 23 Jul 2015
Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models Iulian Serban Alessandro Sordoni Yoshua Bengio Aaron Courville Joelle Pineau AILaw 185 1,760 0 17 Jul 2015
A Hierarchical Recurrent Encoder-Decoder For Generative Context-Aware Query Suggestion Alessandro Sordoni Yoshua Bengio H. Vahabi Christina Lioma J. Simonsen J. Nie 3DV 95 552 0 08 Jul 2015
Grid Long Short-Term Memory Nal Kalchbrenner Ivo Danihelka Alex Graves AI4TS 110 363 0 06 Jul 2015
Describing Multimedia Content using Attention-based Encoder--Decoder Networks Kyunghyun Cho Aaron Courville Yoshua Bengio 92 413 0 04 Jul 2015
Language Understanding for Text-based Games Using Deep Reinforcement Learning Karthik Narasimhan Tejas D. Kulkarni Regina Barzilay OffRL 109 362 0 30 Jun 2015
Occam's Gates Jonathan Raiman Szymon Sidor 40 1 0 27 Jun 2015
Attention-Based Models for Speech Recognition J. Chorowski Dzmitry Bahdanau Dmitriy Serdyuk Kyunghyun Cho Yoshua Bengio 145 2,613 0 24 Jun 2015
Parallel Multi-Dimensional LSTM, With Application to Fast Biomedical Volumetric Image Segmentation Marijn F. Stollenga Wonmin Byeon Marcus Liwicki Jürgen Schmidhuber 76 296 0 24 Jun 2015
Ask Me Anything: Dynamic Memory Networks for Natural Language Processing A. Kumar Ozan Irsoy Peter Ondruska Mohit Iyyer James Bradbury Ishaan Gulrajani Victor Zhong Romain Paulus R. Socher 149 1,182 0 24 Jun 2015
Skip-Thought Vectors Ryan Kiros Yukun Zhu Ruslan Salakhutdinov R. Zemel Antonio Torralba R. Urtasun Sanja Fidler SSL 246 2,413 0 22 Jun 2015
Aligning Books and Movies: Towards Story-like Visual Explanations by Watching Movies and Reading Books Yukun Zhu Ryan Kiros R. Zemel Ruslan Salakhutdinov R. Urtasun Antonio Torralba Sanja Fidler 151 2,557 0 22 Jun 2015
A Neural Network Approach to Context-Sensitive Generation of Conversational Responses Alessandro Sordoni Michel Galley Michael Auli Chris Brockett Yangfeng Ji Margaret Mitchell Jian-Yun Nie Jianfeng Gao W. Dolan 123 907 0 22 Jun 2015
Answer Sequence Learning with Neural Networks for Answer Selection in Community Question Answering Xiaoqiang Zhou Baotian Hu Qingcai Chen Buzhou Tang Xiaolong Wang 89 64 0 22 Jun 2015
A Neural Conversational Model Oriol Vinyals Quoc V. Le BDL 167 1,769 0 19 Jun 2015
LCSTS: A Large Scale Chinese Short Text Summarization Dataset Baotian Hu Qingcai Chen Fangze Zhu 111 339 0 19 Jun 2015
End-to-end people detection in crowded scenes Russell Stewart Mykhaylo Andriluka 105 546 0 16 Jun 2015
Tree-structured composition in neural networks without tree-structured architectures Samuel R. Bowman Christopher D. Manning Christopher Potts 93 75 0 16 Jun 2015
Reading Scene Text in Deep Convolutional Sequences Pan He Weilin Huang Yu Qiao Chen Change Loy Xiaoou Tang 98 309 0 14 Jun 2015
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 577 8,036 0 13 Jun 2015
Listen, Attend, and Walk: Neural Mapping of Navigational Instructions to Action Sequences Hongyuan Mei Joey Tianyi Zhou Matthew R. Walter LM&Ro 114 244 0 12 Jun 2015
Generative Image Modeling Using Spatial LSTMs Lucas Theis Matthias Bethge GAN VLM 77 201 0 10 Jun 2015
Teaching Machines to Read and Comprehend Karl Moritz Hermann Tomás Kociský Edward Grefenstette L. Espeholt W. Kay Mustafa Suleyman Phil Blunsom 366 3,557 0 10 Jun 2015
Neural Adaptive Sequential Monte Carlo S. Gu Zoubin Ghahramani Richard Turner BDL 95 147 0 10 Jun 2015
A cognitive neural architecture able to learn and communicate through natural language B. Golosio Angelo Cangelosi Olesya Gamotina G. Masala 26 27 0 10 Jun 2015
Pointer Networks Oriol Vinyals Meire Fortunato Navdeep Jaitly 180 3,068 0 09 Jun 2015
Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks Samy Bengio Oriol Vinyals Navdeep Jaitly Noam M. Shazeer 183 2,041 0 09 Jun 2015
Learning to Transduce with Unbounded Memory Edward Grefenstette Karl Moritz Hermann Mustafa Suleyman Phil Blunsom 120 297 0 08 Jun 2015
Visualizing and Understanding Recurrent Networks A. Karpathy Justin Johnson Li Fei-Fei HAI 136 1,102 0 05 Jun 2015