Sequence to Sequence Learning with Neural Networks

10 September 2014

Papers citing "Sequence to Sequence Learning with Neural Networks"

50 / 4,846 papers shown

Title
Learning Spatial-Semantic Context with Fully Convolutional Recurrent Network for Online Handwritten Chinese Text Recognition Zecheng Xie Zenghui Sun Lianwen Jin Hao Ni Terry Lyons 43 122 0 09 Oct 2016
Automatic chemical design using a data-driven continuous representation of molecules Rafael Gómez-Bombarelli Jennifer N. Wei David Duvenaud José Miguel Hernández-Lobato Benjamín Sánchez-Lengeling Dennis Sheberla J. Aguilera-Iparraguirre Timothy D. Hirzel Ryan P. Adams Alán Aspuru-Guzik 3DV 76 2,889 0 07 Oct 2016
A Deep Spatial Contextual Long-term Recurrent Convolutional Network for Saliency Detection Nian Liu Junwei Han 38 189 0 06 Oct 2016
A Survey of Multi-View Representation Learning Yingming Li Ming Yang Zhongfei Zhang AI4TS 3DV 37 509 0 03 Oct 2016
End-to-End Radio Traffic Sequence Recognition with Deep Recurrent Neural Networks Tim O'Shea Seth D. Hitefield Johnathan Corgan AI4TS 18 42 0 03 Oct 2016
Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction Junbo Zhang Yu Zheng Dekang Qi 3DPC AI4TS 35 2,024 0 01 Oct 2016
Recurrent Convolutional Networks for Pulmonary Nodule Detection in CT Imaging P. Ypsilantis Giovanni Montana MedIm 16 31 0 28 Sep 2016
Variational Autoencoder for Deep Learning of Images, Labels and Captions Yunchen Pu Zhe Gan Ricardo Henao Xin Yuan Chunyuan Li Andrew Stevens Lawrence Carin BDL CoGe 33 746 0 28 Sep 2016
Character Sequence Models for ColorfulWords Kazuya Kawakami Chris Dyer Bryan R. Routledge Noah A. Smith 3DV 25 17 0 28 Sep 2016
Online Segment to Segment Neural Transduction Lei Yu Jan Buys Phil Blunsom 28 82 0 26 Sep 2016
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,748 0 26 Sep 2016
Distilling an Ensemble of Greedy Dependency Parsers into One MST Parser A. Kuncoro Miguel Ballesteros Lingpeng Kong Chris Dyer Noah A. Smith MoE 25 77 0 24 Sep 2016
Incorporating Relation Paths in Neural Relation Extraction Wenyuan Zeng Yankai Lin Zhiyuan Liu Maosong Sun 21 86 0 23 Sep 2016
Quantized Neural Networks: Training Neural Networks with Low Precision Weights and Activations Itay Hubara Matthieu Courbariaux Daniel Soudry Ran El-Yaniv Yoshua Bengio MQ 42 1,842 0 22 Sep 2016
Joint CTC-Attention based End-to-End Speech Recognition using Multi-task Learning Suyoun Kim Takaaki Hori Shinji Watanabe 30 914 0 21 Sep 2016
Show and Tell: Lessons learned from the 2015 MSCOCO Image Captioning Challenge Oriol Vinyals Alexander Toshev Samy Bengio D. Erhan 30 850 0 21 Sep 2016
SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient Lantao Yu Weinan Zhang Jun Wang Yong Yu GAN 20 2,387 0 18 Sep 2016
Sparse Boltzmann Machines with Structure Learning as Applied to Text Analysis Zhourong Chen N. Zhang Dit-Yan Yeung Peixian Chen 21 14 0 17 Sep 2016
Gradient Descent Learns Linear Dynamical Systems Moritz Hardt Tengyu Ma Benjamin Recht 18 237 0 16 Sep 2016
Efficient softmax approximation for GPUs Edouard Grave Armand Joulin Moustapha Cissé David Grangier Hervé Jégou 25 270 0 14 Sep 2016
Neural Machine Translation with Supervised Attention Lemao Liu Masao Utiyama A. Finch Eiichiro Sumita 35 156 0 14 Sep 2016
Multimodal Attention for Neural Machine Translation Ozan Caglayan Loïc Barrault Fethi Bougares 31 75 0 13 Sep 2016
An Experimental Study of LSTM Encoder-Decoder Model for Text Simplification Tong Wang Ping Chen K. Amaral Jipeng Qiang 11 46 0 13 Sep 2016
The Microsoft 2016 Conversational Speech Recognition System Wayne Xiong J. Droppo Xuedong Huang Frank Seide M. Seltzer A. Stolcke Dong Yu Geoffrey Zweig 31 289 0 12 Sep 2016
Sequential Deep Trajectory Descriptor for Action Recognition with Three-stream CNN Yemin Shi Yonghong Tian Yaowei Wang Tiejun Huang 21 191 0 10 Sep 2016
Ask the GRU: Multi-Task Learning for Deep Text Recommendations Trapit Bansal David Belanger Andrew McCallum 27 313 0 07 Sep 2016
Hierarchical Multiscale Recurrent Neural Networks Junyoung Chung Sungjin Ahn Yoshua Bengio BDL 40 534 0 06 Sep 2016
Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling Bing-Quan Liu Ian Lane 21 675 0 06 Sep 2016
A deep learning model for estimating story points Morakot Choetkiertikul Hoa Dam T. Tran Trang Pham A. Ghose Tim Menzies 24 170 0 02 Sep 2016
Reward Augmented Maximum Likelihood for Neural Structured Prediction Mohammad Norouzi Samy Bengio Z. Chen Navdeep Jaitly M. Schuster Yonghui Wu Dale Schuurmans 32 252 0 01 Sep 2016
Towards Transparent AI Systems: Interpreting Visual Question Answering Models Yash Goyal Akrit Mohapatra Devi Parikh Dhruv Batra 22 74 0 31 Aug 2016
Collaborative Filtering with Recurrent Neural Networks Robin Devooght H. Bersini 16 88 0 26 Aug 2016
A Context-aware Natural Language Generator for Dialogue Systems Ondrej Dusek Filip Jurcícek 16 77 0 25 Aug 2016
Multi-Sensor Prognostics using an Unsupervised Health Index based on LSTM Encoder-Decoder Pankaj Malhotra T. Vishnu Anusha Ramakrishnan G. Anand L. Vig Puneet Agarwal Gautam M. Shroff AI4TS AI4CE 18 173 0 22 Aug 2016
Context Gates for Neural Machine Translation Zhaopeng Tu Yang Liu Zhengdong Lu Xiaohua Liu Hang Li 23 137 0 22 Aug 2016
Using the Output Embedding to Improve Language Models Ofir Press Lior Wolf 27 728 0 20 Aug 2016
Modeling Human Reading with Neural Attention Michael Hahn Frank Keller 28 54 0 19 Aug 2016
Mollifying Networks Çağlar Gülçehre Marcin Moczulski Francesco Visin Yoshua Bengio 23 46 0 17 Aug 2016
Learning Latent Local Conversation Modes for Predicting Community Endorsement in Online Discussions Hao Fang Hao Cheng Mari Ostendorf 33 15 0 16 Aug 2016
Fine-grained Analysis of Sentence Embeddings Using Auxiliary Prediction Tasks Yossi Adi Einat Kermany Yonatan Belinkov Ofer Lavi Yoav Goldberg 25 541 0 15 Aug 2016
Deep Motif Dashboard: Visualizing and Understanding Genomic Sequences Using Deep Neural Networks Jack Lanchantin Ritambhara Singh Beilun Wang Yanjun Qi 16 126 0 12 Aug 2016
Faster Training of Very Deep Networks Via p-Norm Gates Trang Pham T. Tran Dinh Q. Phung Svetha Venkatesh AI4CE 27 19 0 11 Aug 2016
Sequence Graph Transform (SGT): A Feature Embedding Function for Sequence Data Mining Chitta Ranjan Samaneh Ebrahimi K. Paynabar 18 26 0 11 Aug 2016
Neural Generation of Regular Expressions from Natural Language with Minimal Domain Knowledge N. Locascio Karthik R. Narasimhan E. DeLeon Nate Kushman Regina Barzilay NAI 30 84 0 09 Aug 2016
Temporal Attention Model for Neural Machine Translation B. Sankaran Haitao Mi Yaser Al-Onaizan Abe Ittycheriah 17 62 0 09 Aug 2016
A Siamese Long Short-Term Memory Architecture for Human Re-Identification Rahul Rama Varior Bing Shuai Jiwen Lu Dong Xu G. Wang VLM 28 575 0 28 Jul 2016
Tweet2Vec: Learning Tweet Embeddings Using Character-level CNN-LSTM Encoder-Decoder Soroush Vosoughi Prashanth Vijayaraghavan D. Roy SSL 24 180 0 26 Jul 2016
An Actor-Critic Algorithm for Sequence Prediction Dzmitry Bahdanau Philemon Brakel Kelvin Xu Anirudh Goyal Ryan J. Lowe Joelle Pineau Aaron Courville Yoshua Bengio 57 635 0 24 Jul 2016
Spatio-Temporal LSTM with Trust Gates for 3D Human Action Recognition Jun Liu Amir Shahroudy Dong Xu Gang Wang 49 1,099 0 24 Jul 2016
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 58 10,327 0 21 Jul 2016