Sequence to Sequence Learning with Neural Networks

10 September 2014

Papers citing "Sequence to Sequence Learning with Neural Networks"

50 / 4,895 papers shown

Title
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 234 624 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 32 106 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 49 1,642 0 16 Dec 2015
Distilling Knowledge from Deep Networks with Applications to Healthcare Domain Zhengping Che S. Purushotham R. Khemani Yan Liu 19 139 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 63 2,955 0 08 Dec 2015
Generating News Headlines with Recurrent Neural Networks Konstantin Lopyrev 21 117 0 05 Dec 2015
Building Memory with Concept Learning Capabilities from Large-scale Knowledge Base Jiaxin Shi Jun Zhu 15 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 35 101 0 30 Nov 2015
A C-LSTM Neural Network for Text Classification Chunting Zhou Chonglin Sun Zhiyuan Liu F. Lau AILaw 40 861 0 27 Nov 2015
Neural GPUs Learn Algorithms Lukasz Kaiser Ilya Sutskever 36 367 0 25 Nov 2015
Towards Universal Paraphrastic Sentence Embeddings John Wieting Joey Tianyi Zhou Kevin Gimpel Karen Livescu AI4TS 30 552 0 25 Nov 2015
Natural Language Understanding with Distributed Representation Kyunghyun Cho GNN BDL 21 55 0 24 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
Gradual DropIn of Layers to Train Very Deep Neural Networks L. Smith Emily M. Hand T. Doster AI4CE 29 33 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 35 197 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 52 1,608 0 20 Nov 2015
Improving Neural Machine Translation Models with Monolingual Data Rico Sennrich Barry Haddow Alexandra Birch 69 2,696 0 20 Nov 2015
Task Loss Estimation for Sequence Prediction Dzmitry Bahdanau Dmitriy Serdyuk Philemon Brakel Nan Rosemary Ke J. Chorowski Aaron Courville Yoshua Bengio 38 33 0 19 Nov 2015
Unsupervised Learning of Visual Structure using Predictive Generative Networks William Lotter Gabriel Kreiman David D. Cox GAN SSL DRL 22 132 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 2,343 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 45 307 0 19 Nov 2015
Neural Programmer-Interpreters Scott E. Reed Nando de Freitas 42 405 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 33 667 0 19 Nov 2015
Image Question Answering using Convolutional Neural Network with Dynamic Parameter Prediction Hyeonwoo Noh Paul Hongsuck Seo Bohyung Han OOD 30 327 0 18 Nov 2015
Structural-RNN: Deep Learning on Spatio-Temporal Graphs Ashesh Jain Amir Zamir Silvio Savarese Ashutosh Saxena GNN 78 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 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 35 260 0 16 Nov 2015
Uncovering Temporal Context for Video Question and Answering Linchao Zhu Zhongwen Xu Yi Yang Alexander G. Hauptmann BDL 27 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 47 244 0 14 Nov 2015
Character-based Neural Machine Translation Wang Ling Isabel Trancoso Chris Dyer A. Black 16 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 19 185 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
Learning to Diagnose with LSTM Recurrent Neural Networks Zachary Chase Lipton David C. Kale Charles Elkan R. Wetzel 27 1,098 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 44 873 0 11 Nov 2015
Generating Images from Captions with Attention Elman Mansimov Emilio Parisotto Jimmy Lei Ba Ruslan Salakhutdinov VLM 55 450 0 09 Nov 2015