Sequence to Sequence Learning with Neural Networks

10 September 2014

Papers citing "Sequence to Sequence Learning with Neural Networks"

50 / 4,779 papers shown

Title
Implicit Distortion and Fertility Models for Attention-based Encoder-Decoder NMT Model Shi Feng Shujie Liu Mu Li M. Zhou 32 44 0 13 Jan 2016
Leveraging Sentence-level Information with Encoder LSTM for Semantic Slot Filling Gakuto Kurata Bing Xiang Bowen Zhou Mo Yu 24 125 0 07 Jan 2016
Recurrent Memory Networks for Language Modeling Ke M. Tran Arianna Bisazza Christof Monz 30 21 0 06 Jan 2016
Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism Orhan Firat Kyunghyun Cho Yoshua Bengio LRM AIMat 234 623 0 06 Jan 2016
Brain4Cars: Car That Knows Before You Do via Sensory-Fusion Deep Learning Architecture Ashesh Jain H. Koppula Shane Soh Bharad Raghavan Avi Singh Ashutosh Saxena 51 126 0 05 Jan 2016
Preconditioned Stochastic Gradient Langevin Dynamics for Deep Neural Networks Chunyuan Li Changyou Chen David Carlson Lawrence Carin ODL BDL 27 320 0 23 Dec 2015
Semi-supervised Question Retrieval with Gated Convolutions Tao Lei Hrishikesh Joshi Regina Barzilay Tommi Jaakkola K. Tymoshenko Alessandro Moschitti Lluís Màrquez i Villodre RALM 29 106 0 17 Dec 2015
Continuous online sequence learning with an unsupervised neural network model Yuwei Cui Subutai Ahmad J. Hawkins CLL 27 239 0 17 Dec 2015
A Theoretically Grounded Application of Dropout in Recurrent Neural Networks Y. Gal Zoubin Ghahramani UQCV DRL BDL 22 1,642 0 16 Dec 2015
Distilling Knowledge from Deep Networks with Applications to Healthcare Domain Zhengping Che S. Purushotham R. Khemani Yan Liu 17 139 0 11 Dec 2015
Deep Speech 2: End-to-End Speech Recognition in English and Mandarin Dario Amodei Rishita Anubhai Eric Battenberg Carl Case Jared Casper ... Chong-Jun Wang Bo Xiao Dani Yogatama J. Zhan Zhenyao Zhu 45 2,954 0 08 Dec 2015
Generating News Headlines with Recurrent Neural Networks Konstantin Lopyrev 18 117 0 05 Dec 2015
Building Memory with Concept Learning Capabilities from Large-scale Knowledge Base Jiaxin Shi Jun Zhu 13 2 0 03 Dec 2015
Analyzing Classifiers: Fisher Vectors and Deep Neural Networks Sebastian Bach Alexander Binder G. Montavon K. Müller Wojciech Samek 35 198 0 01 Dec 2015
Multilingual Language Processing From Bytes D. Gillick Clifford Brunk Oriol Vinyals A. Subramanya 30 223 0 01 Dec 2015
On Learning to Think: Algorithmic Information Theory for Novel Combinations of Reinforcement Learning Controllers and Recurrent Neural World Models Jürgen Schmidhuber 24 101 0 30 Nov 2015
Towards Universal Paraphrastic Sentence Embeddings John Wieting Joey Tianyi Zhou Kevin Gimpel Karen Livescu AI4TS 30 552 0 25 Nov 2015
ReSeg: A Recurrent Neural Network-based Model for Semantic Segmentation Francesco Visin Marco Ciccone Adriana Romero Kyle Kastner Kyunghyun Cho Yoshua Bengio Matteo Matteucci Aaron Courville VLM SSeg 19 251 0 22 Nov 2015
Evaluating Prerequisite Qualities for Learning End-to-End Dialog Systems Jesse Dodge Andreea Gane Xiang Zhang Antoine Bordes S. Chopra Alexander H. Miller Arthur Szlam Jason Weston ELM 32 197 0 21 Nov 2015
Adding Gradient Noise Improves Learning for Very Deep Networks Arvind Neelakantan Luke Vilnis Quoc V. Le Ilya Sutskever Lukasz Kaiser Karol Kurach James Martens AI4CE ODL 27 541 0 21 Nov 2015
Sequence Level Training with Recurrent Neural Networks MarcÁurelio Ranzato S. Chopra Michael Auli Wojciech Zaremba 31 1,606 0 20 Nov 2015
Improving Neural Machine Translation Models with Monolingual Data Rico Sennrich Barry Haddow Alexandra Birch 49 2,695 0 20 Nov 2015
Unsupervised Learning of Visual Structure using Predictive Generative Networks William Lotter Gabriel Kreiman David D. Cox GAN SSL DRL 16 132 0 19 Nov 2015
Structured Prediction Energy Networks David Belanger Andrew McCallum GNN 18 219 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 34 2,341 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 22 309 0 19 Nov 2015
Spatio-temporal video autoencoder with differentiable memory Viorica Patraucean Ankur Handa R. Cipolla 39 307 0 19 Nov 2015
Neural Programmer-Interpreters Scott E. Reed Nando de Freitas 36 405 0 19 Nov 2015
Multi-task Sequence to Sequence Learning Minh-Thang Luong Quoc V. Le Ilya Sutskever Oriol Vinyals Lukasz Kaiser AIMat 59 806 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 24 667 0 19 Nov 2015
Image Question Answering using Convolutional Neural Network with Dynamic Parameter Prediction Hyeonwoo Noh Paul Hongsuck Seo Bohyung Han OOD 27 327 0 18 Nov 2015
Structural-RNN: Deep Learning on Spatio-Temporal Graphs Ashesh Jain Amir Zamir Silvio Savarese Ashutosh Saxena GNN 69 1 0 17 Nov 2015
On the interplay of network structure and gradient convergence in deep learning V. Ithapu Sathya Ravi Vikas Singh 23 3 0 17 Nov 2015
Recurrent Neural Networks Hardware Implementation on FPGA Andre Xian Ming Chang B. Martini Eugenio Culurciello 27 126 0 17 Nov 2015
MuProp: Unbiased Backpropagation for Stochastic Neural Networks S. Gu Sergey Levine Ilya Sutskever A. Mnih BDL 8 143 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 35 260 0 16 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 47 244 0 14 Nov 2015
Action Recognition using Visual Attention Shikhar Sharma Ryan Kiros Ruslan Salakhutdinov 24 666 0 12 Nov 2015
Larger-Context Language Modelling Tian Wang Kyunghyun Cho 28 87 0 11 Nov 2015
Visual7W: Grounded Question Answering in Images Yuke Zhu Oliver Groth Michael S. Bernstein Li Fei-Fei 44 871 0 11 Nov 2015
Generating Images from Captions with Attention Elman Mansimov Emilio Parisotto Jimmy Lei Ba Ruslan Salakhutdinov VLM 43 450 0 09 Nov 2015
Top-down Tree Long Short-Term Memory Networks Xingxing Zhang Liang Lu Mirella Lapata AIMat 20 101 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 29 46 0 25 Oct 2015
Multilingual Image Description with Neural Sequence Models Desmond Elliott Stella Frank Eva Hasler VLM 22 75 0 15 Oct 2015
Improved Deep Learning Baselines for Ubuntu Corpus Dialogs Rudolf Kadlec Martin Schmid Jan Kleindienst 22 114 0 13 Oct 2015
A Diversity-Promoting Objective Function for Neural Conversation Models Jiwei Li Michel Galley Chris Brockett Jianfeng Gao W. Dolan 56 2,365 0 11 Oct 2015