Sequence to Sequence Learning with Neural Networks

10 September 2014

Papers citing "Sequence to Sequence Learning with Neural Networks"

50 / 5,220 papers shown

Title
MuProp: Unbiased Backpropagation for Stochastic Neural Networks S. Gu Sergey Levine Ilya Sutskever A. Mnih BDL 16 143 0 16 Nov 2015
How (not) to Train your Generative Model: Scheduled Sampling, Likelihood, Adversary? Ferenc Huszár OOD DiffM GAN 28 296 0 16 Nov 2015
Neural Programmer: Inducing Latent Programs with Gradient Descent Arvind Neelakantan Quoc V. Le Ilya Sutskever ODL 35 262 0 16 Nov 2015
Uncovering Temporal Context for Video Question and Answering Linchao Zhu Zhongwen Xu Yi Yang Alexander G. Hauptmann BDL 30 44 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 52 244 0 14 Nov 2015
Character-based Neural Machine Translation Wang Ling Isabel Trancoso Chris Dyer A. Black 24 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 28 185 0 14 Nov 2015
Action Recognition using Visual Attention Shikhar Sharma Ryan Kiros Ruslan Salakhutdinov 24 666 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 38 433 0 12 Nov 2015
Larger-Context Language Modelling Tian Wang Kyunghyun Cho 28 87 0 11 Nov 2015
Learning to Diagnose with LSTM Recurrent Neural Networks Zachary Chase Lipton David C. Kale Charles Elkan R. Wetzel 39 1,099 0 11 Nov 2015
Hierarchical Recurrent Neural Encoder for Video Representation with Application to Captioning Pingbo Pan Zhongwen Xu Yi Yang Fei Wu Yueting Zhuang 24 385 0 11 Nov 2015
Visual7W: Grounded Question Answering in Images Yuke Zhu Oliver Groth Michael S. Bernstein Li Fei-Fei 44 877 0 11 Nov 2015
Generating Images from Captions with Attention Elman Mansimov Emilio Parisotto Jimmy Lei Ba Ruslan Salakhutdinov VLM 57 452 0 09 Nov 2015
Semi-supervised Sequence Learning Andrew M. Dai Quoc V. Le SSL 44 1,231 0 04 Nov 2015
Top-down Tree Long Short-Term Memory Networks Xingxing Zhang Liang Lu Mirella Lapata AIMat 25 101 0 31 Oct 2015
RATM: Recurrent Attentive Tracking Model Samira Ebrahimi Kahou Vincent Michalski Roland Memisevic 40 84 0 29 Oct 2015
Attention with Intention for a Neural Network Conversation Model Kaisheng Yao Geoffrey Zweig Baolin Peng 26 114 0 29 Oct 2015
Video Paragraph Captioning Using Hierarchical Recurrent Neural Networks Haonan Yu Jiang Wang Zhiheng Huang Yi Yang Wenyuan Xu 44 560 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 32 46 0 25 Oct 2015
Neural Reranking Improves Subjective Quality of Machine Translation: NAIST at WAT2015 Graham Neubig Makoto Morishita Satoshi Nakamura 22 63 0 18 Oct 2015
Multilingual Image Description with Neural Sequence Models Desmond Elliott Stella Frank Eva Hasler VLM 32 75 0 15 Oct 2015
Scatter Component Analysis: A Unified Framework for Domain Adaptation and Domain Generalization Muhammad Ghifary David Balduzzi W. Kleijn Mengjie Zhang 39 434 0 15 Oct 2015
Improved Deep Learning Baselines for Ubuntu Corpus Dialogs Rudolf Kadlec Martin Schmid Jan Kleindienst 27 114 0 13 Oct 2015
A Diversity-Promoting Objective Function for Neural Conversation Models Jiwei Li Michel Galley Chris Brockett Jianfeng Gao W. Dolan 56 2,374 0 11 Oct 2015
Distilling Model Knowledge George Papamakarios BDL 32 17 0 08 Oct 2015
Batch Normalized Recurrent Neural Networks César Laurent Gabriel Pereyra Philemon Brakel Yanzhe Zhang Yoshua Bengio 38 213 0 05 Oct 2015
A Primer on Neural Network Models for Natural Language Processing Yoav Goldberg AI4CE 62 1,130 0 02 Oct 2015
Reasoning about Entailment with Neural Attention Tim Rocktaschel Edward Grefenstette Karl Moritz Hermann Tomás Kociský Phil Blunsom NAI 26 760 0 22 Sep 2015
Deep Boltzmann Machines in Estimation of Distribution Algorithms for Combinatorial Optimization Malte Probst Franz Rothlauf 38 7 0 22 Sep 2015
Recurrent Neural Networks for Driver Activity Anticipation via Sensory-Fusion Architecture Ashesh Jain Avi Singh H. Koppula Shane Soh Ashutosh Saxena 34 255 0 16 Sep 2015
Guiding Long-Short Term Memory for Image Caption Generation Xu Jia E. Gavves Basura Fernando Tinne Tuytelaars VLM 22 101 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 23 45 0 09 Sep 2015
A Neural Attention Model for Abstractive Sentence Summarization Alexander M. Rush S. Chopra Jason Weston CVBM 35 2,694 0 02 Sep 2015
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 109 7,663 0 31 Aug 2015
Domain Generalization for Object Recognition with Multi-task Autoencoders Muhammad Ghifary W. Kleijn Mengjie Zhang David Balduzzi ViT OOD 42 657 0 31 Aug 2015
Towards Neural Network-based Reasoning Baolin Peng Zhengdong Lu Hang Li Kam-Fai Wong NAI LRM 39 74 0 22 Aug 2015
End-to-End Attention-based Large Vocabulary Speech Recognition Dzmitry Bahdanau J. Chorowski Dmitriy Serdyuk Philemon Brakel Yoshua Bengio 34 1,148 0 18 Aug 2015
Learning Meta-Embeddings by Using Ensembles of Embedding Sets Wenpeng Yin Hinrich Schütze FedML 19 29 0 18 Aug 2015
The SP theory of intelligence: distinctive features and advantages J. G. Wolff 27 31 0 17 Aug 2015
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 225 7,939 0 17 Aug 2015
Depth-Gated LSTM Kaisheng Yao Trevor Cohn Katerina Vylomova Kevin Duh Chris Dyer VLM 22 73 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 48 946 0 07 Aug 2015
Listen, Attend and Spell William Chan Navdeep Jaitly Quoc V. Le Oriol Vinyals RALM 103 2,255 0 05 Aug 2015
Time-series modeling with undecimated fully convolutional neural networks Roni Mittelman AI4TS BDL 37 50 0 03 Aug 2015
Recurrent Network Models for Human Dynamics Katerina Fragkiadaki Sergey Levine Panna Felsen Jitendra Malik 33 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 51 852 0 31 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 86 1,751 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 41 549 0 08 Jul 2015
Describing Multimedia Content using Attention-based Encoder--Decoder Networks Kyunghyun Cho Aaron Courville Yoshua Bengio 40 411 0 04 Jul 2015