Improving the Neural GPU Architecture for Algorithm Learning

28 February 2017

Papers citing "Improving the Neural GPU Architecture for Algorithm Learning"

21 / 21 papers shown

Title
Recent Advances in Neural Program Synthesis Neel Kant NAI 77 37 0 07 Feb 2018
Extensions and Limitations of the Neural GPU Eric Price Wojciech Zaremba Ilya Sutskever 50 24 0 02 Nov 2016
Can Active Memory Replace Attention? Lukasz Kaiser Samy Bengio 43 59 0 27 Oct 2016
Recurrent Dropout without Memory Loss Stanislau Semeniuta Aliaksei Severyn Erhardt Barth 45 222 0 16 Mar 2016
Learning Efficient Algorithms with Hierarchical Attentive Memory Marcin Andrychowicz Karol Kurach 48 51 0 09 Feb 2016
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 87 2,965 0 08 Dec 2015
Neural GPUs Learn Algorithms Lukasz Kaiser Ilya Sutskever 58 369 0 25 Nov 2015
Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs) Djork-Arné Clevert Thomas Unterthiner Sepp Hochreiter 180 5,502 0 23 Nov 2015
Learning Simple Algorithms from Examples Wojciech Zaremba Tomas Mikolov Armand Joulin Rob Fergus MLAU 45 100 0 23 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 38 544 0 21 Nov 2015
Neural Random-Access Machines Karol Kurach Marcin Andrychowicz Ilya Sutskever OOD BDL 47 156 0 19 Nov 2015
Neural Programmer-Interpreters Scott E. Reed Nando de Freitas 57 408 0 19 Nov 2015
Grid Long Short-Term Memory Nal Kalchbrenner Ivo Danihelka Alex Graves AI4TS 49 362 0 06 Jul 2015
Pointer Networks Oriol Vinyals Meire Fortunato Navdeep Jaitly 72 3,036 0 09 Jun 2015
Learning to Transduce with Unbounded Memory Edward Grefenstette Karl Moritz Hermann Mustafa Suleyman Phil Blunsom 54 297 0 08 Jun 2015
Inferring Algorithmic Patterns with Stack-Augmented Recurrent Nets Armand Joulin Tomas Mikolov TPM 82 411 0 03 Mar 2015
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification Kaiming He Xinming Zhang Shaoqing Ren Jian Sun VLM 105 18,534 0 06 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 498 149,474 0 22 Dec 2014
Neural Turing Machines Alex Graves Greg Wayne Ivo Danihelka 48 2,318 0 20 Oct 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 320 27,205 0 01 Sep 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 517 23,235 0 03 Jun 2014