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Sequence to Sequence Learning with Neural Networks

10 September 2014

Papers citing "Sequence to Sequence Learning with Neural Networks"

50 / 6,176 papers shown

Title
Blending LSTMs into CNNs Krzysztof J. Geras Abdel-rahman Mohamed R. Caruana G. Urban Shengjie Wang Ozlem Aslan Matthai Philipose Matthew Richardson Charles Sutton 82 60 0 19 Nov 2015
Multilingual Relation Extraction using Compositional Universal Schema Pat Verga David Belanger Emma Strubell Benjamin Roth Andrew McCallum 85 97 0 19 Nov 2015
Unsupervised Learning of Visual Structure using Predictive Generative Networks William Lotter Gabriel Kreiman David D. Cox GAN SSL DRL 81 132 0 19 Nov 2015
Structured Prediction Energy Networks David Belanger Andrew McCallum GNN 109 219 0 19 Nov 2015
Generating Sentences from a Continuous Space Samuel R. Bowman Luke Vilnis Oriol Vinyals Andrew M. Dai Rafal Jozefowicz Samy Bengio DRL 119 2,367 0 19 Nov 2015
Why M Heads are Better than One: Training a Diverse Ensemble of Deep Networks Stefan Lee Senthil Purushwalkam Michael Cogswell David J. Crandall Dhruv Batra FedML UQCV 112 316 0 19 Nov 2015
Spatio-temporal video autoencoder with differentiable memory Viorica Patraucean Ankur Handa R. Cipolla 98 307 0 19 Nov 2015
Neural Programmer-Interpreters Scott E. Reed Nando de Freitas 122 411 0 19 Nov 2015
Multi-task Sequence to Sequence Learning Minh-Thang Luong Quoc V. Le Ilya Sutskever Oriol Vinyals Lukasz Kaiser AIMat 116 808 0 19 Nov 2015
Variable Rate Image Compression with Recurrent Neural Networks G. Toderici Sean M. O'Malley S. Hwang Damien Vincent David C. Minnen S. Baluja Michele Covell Rahul Sukthankar 121 671 0 19 Nov 2015
ABC-CNN: An Attention Based Convolutional Neural Network for Visual Question Answering Kan Chen Jiang Wang Liang-Chieh Chen Haoyuan Gao Wenyuan Xu Ram Nevatia 84 288 0 18 Nov 2015
Doctor AI: Predicting Clinical Events via Recurrent Neural Networks Edward Choi M. T. Bahadori A. Schuetz Walter F. Stewart Jimeng Sun 221 1,105 0 18 Nov 2015
Image Question Answering using Convolutional Neural Network with Dynamic Parameter Prediction Hyeonwoo Noh Paul Hongsuck Seo Bohyung Han OOD 78 327 0 18 Nov 2015
Structural-RNN: Deep Learning on Spatio-Temporal Graphs Ashesh Jain Amir Zamir Silvio Savarese Ashutosh Saxena GNN 162 1,099 0 17 Nov 2015
On the interplay of network structure and gradient convergence in deep learning V. Ithapu Sathya Ravi Vikas Singh 54 3 0 17 Nov 2015
Recurrent Neural Networks Hardware Implementation on FPGA Andre Xian Ming Chang B. Martini Eugenio Culurciello 71 126 0 17 Nov 2015
MuProp: Unbiased Backpropagation for Stochastic Neural Networks S. Gu Sergey Levine Ilya Sutskever A. Mnih BDL 68 143 0 16 Nov 2015
How (not) to Train your Generative Model: Scheduled Sampling, Likelihood, Adversary? Ferenc Huszár OOD DiffM GAN 93 298 0 16 Nov 2015
Neural Programmer: Inducing Latent Programs with Gradient Descent Arvind Neelakantan Quoc V. Le Ilya Sutskever ODL 116 262 0 16 Nov 2015
Uncovering Temporal Context for Video Question and Answering Linchao Zhu Zhongwen Xu Yi Yang Alexander G. Hauptmann BDL 86 45 0 15 Nov 2015
Deep Reinforcement Learning with a Natural Language Action Space Ji He Jianshu Chen Xiaodong He Jianfeng Gao Lihong Li Li Deng Mari Ostendorf 124 246 0 14 Nov 2015
Character-based Neural Machine Translation Wang Ling Isabel Trancoso Chris Dyer A. Black 68 72 0 14 Nov 2015
Semantic Object Parsing with Local-Global Long Short-Term Memory Xiaodan Liang Xiaohui Shen Donglai Xiang Jiashi Feng Liang Lin Shuicheng Yan 77 185 0 14 Nov 2015
Dynamic Sum Product Networks for Tractable Inference on Sequence Data (Extended Version) Mazen Melibari Pascal Poupart Prashant Doshi George Trimponias TPM 61 27 0 13 Nov 2015
Action Recognition using Visual Attention Shikhar Sharma Ryan Kiros Ruslan Salakhutdinov 102 666 0 12 Nov 2015
LSTM-based Deep Learning Models for Non-factoid Answer Selection Ming Tan Cicero Nogueira dos Santos Bing Xiang Bowen Zhou KELM 97 434 0 12 Nov 2015
Grounding of Textual Phrases in Images by Reconstruction Anna Rohrbach Marcus Rohrbach Ronghang Hu Trevor Darrell Bernt Schiele 86 497 0 12 Nov 2015
Larger-Context Language Modelling Tian Wang Kyunghyun Cho 85 87 0 11 Nov 2015
Learning to Diagnose with LSTM Recurrent Neural Networks Zachary Chase Lipton David C. Kale Charles Elkan R. Wetzel 172 1,109 0 11 Nov 2015
Hierarchical Recurrent Neural Encoder for Video Representation with Application to Captioning Pingbo Pan Zhongwen Xu Yi Yang Leilei Gan Yueting Zhuang 59 385 0 11 Nov 2015
Visual7W: Grounded Question Answering in Images Yuke Zhu Oliver Groth Michael S. Bernstein Li Fei-Fei 123 890 0 11 Nov 2015
Generating Images from Captions with Attention Elman Mansimov Emilio Parisotto Jimmy Lei Ba Ruslan Salakhutdinov VLM 99 457 0 09 Nov 2015
Stacked Attention Networks for Image Question Answering Zichao Yang Xiaodong He Jianfeng Gao Li Deng Alex Smola BDL 146 1,889 0 07 Nov 2015
Semi-supervised Sequence Learning Andrew M. Dai Quoc V. Le SSL 137 1,237 0 04 Nov 2015
BinaryConnect: Training Deep Neural Networks with binary weights during propagations Matthieu Courbariaux Yoshua Bengio J. David MQ 248 2,998 0 02 Nov 2015
Top-down Tree Long Short-Term Memory Networks Xingxing Zhang Liang Lu Mirella Lapata AIMat 121 101 0 31 Oct 2015
Generating Text with Deep Reinforcement Learning Hongyu Guo AIMat 44 50 0 30 Oct 2015
RATM: Recurrent Attentive Tracking Model Samira Ebrahimi Kahou Vincent Michalski Roland Memisevic 85 84 0 29 Oct 2015
Attention with Intention for a Neural Network Conversation Model Kaisheng Yao Geoffrey Zweig Baolin Peng 65 114 0 29 Oct 2015
Video Paragraph Captioning Using Hierarchical Recurrent Neural Networks Haonan Yu Jiang Wang Zhiheng Huang Yi Yang Wenyuan Xu 100 560 0 26 Oct 2015
On End-to-End Program Generation from User Intention by Deep Neural Networks Lili Mou Rui Men Ge Li Lu Zhang Zhi Jin 71 46 0 25 Oct 2015
Neural Reranking Improves Subjective Quality of Machine Translation: NAIST at WAT2015 Graham Neubig Makoto Morishita Satoshi Nakamura 74 63 0 18 Oct 2015
Multilingual Image Description with Neural Sequence Models Desmond Elliott Stella Frank Eva Hasler VLM 143 76 0 15 Oct 2015
Scatter Component Analysis: A Unified Framework for Domain Adaptation and Domain Generalization Muhammad Ghifary David Balduzzi W. Kleijn Mengjie Zhang 112 438 0 15 Oct 2015
Improved Deep Learning Baselines for Ubuntu Corpus Dialogs Rudolf Kadlec Martin Schmid Jan Kleindienst 88 114 0 13 Oct 2015
A Diversity-Promoting Objective Function for Neural Conversation Models Jiwei Li Michel Galley Chris Brockett Jianfeng Gao W. Dolan 151 2,406 0 11 Oct 2015
Distilling Model Knowledge George Papamakarios BDL 54 17 0 08 Oct 2015
Batch Normalized Recurrent Neural Networks César Laurent Gabriel Pereyra Philemon Brakel Yanzhe Zhang Yoshua Bengio 71 214 0 05 Oct 2015
A Primer on Neural Network Models for Natural Language Processing Yoav Goldberg AI4CE 116 1,136 0 02 Oct 2015
Semantics, Representations and Grammars for Deep Learning David Balduzzi GNN 32 1 0 29 Sep 2015