State-Space Constraints Improve the Generalization of the Differentiable Neural Computer in some Algorithmic Tasks

18 October 2021

Papers citing "State-Space Constraints Improve the Generalization of the Differentiable Neural Computer in some Algorithmic Tasks"

22 / 22 papers shown

Title
Neurocoder: Learning General-Purpose Computation Using Stored Neural Programs Hung Le Svetha Venkatesh NAI 41 5 0 24 Sep 2020
Neural Execution Engines: Learning to Execute Subroutines Yujun Yan Kevin Swersky Danai Koutra Parthasarathy Ranganathan Milad Hashemi NAI 63 42 0 15 Jun 2020
Recurrent Independent Mechanisms Anirudh Goyal Alex Lamb Jordan Hoffmann Shagun Sodhani Sergey Levine Yoshua Bengio Bernhard Schölkopf 91 337 0 24 Sep 2019
Multigrid Neural Memory T. Huynh Michael Maire Matthew R. Walter 32 10 0 13 Jun 2019
Improving Differentiable Neural Computers Through Memory Masking, De-allocation, and Link Distribution Sharpness Control Róbert Csordás Jürgen Schmidhuber 113 28 0 23 Apr 2019
Partially Non-Recurrent Controllers for Memory-Augmented Neural Networks Naoya Taguchi Yoshimasa Tsuruoka 45 1 0 30 Dec 2018
Robust and Scalable Differentiable Neural Computer for Question Answering Jörg Franke Jan Niehues A. Waibel OOD 40 24 0 07 Jul 2018
A Taxonomy for Neural Memory Networks Ying Ma José C. Príncipe 64 21 0 01 May 2018
Making Neural Programming Architectures Generalize via Recursion Jonathon Cai Richard Shin Basel Alomair AI4CE LRM 76 146 0 21 Apr 2017
Lie-Access Neural Turing Machines Greg Yang Alexander M. Rush 43 6 0 09 Nov 2016
Scaling Memory-Augmented Neural Networks with Sparse Reads and Writes Jack W. Rae Jonathan J. Hunt Tim Harley Ivo Danihelka A. Senior Greg Wayne Alex Graves Timothy Lillicrap 81 158 0 27 Oct 2016
Neural GPUs Learn Algorithms Lukasz Kaiser Ilya Sutskever 84 370 0 25 Nov 2015
Neural Random-Access Machines Karol Kurach Marcin Andrychowicz Ilya Sutskever OOD BDL 76 156 0 19 Nov 2015
Neural Programmer-Interpreters Scott E. Reed Nando de Freitas 101 410 0 19 Nov 2015
Grid Long Short-Term Memory Nal Kalchbrenner Ivo Danihelka Alex Graves AI4TS 89 363 0 06 Jul 2015
Pointer Networks Oriol Vinyals Meire Fortunato Navdeep Jaitly 124 3,060 0 09 Jun 2015
Inferring Algorithmic Patterns with Stack-Augmented Recurrent Nets Armand Joulin Tomas Mikolov TPM 142 412 0 03 Mar 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.0K 150,312 0 22 Dec 2014
Neural Turing Machines Alex Graves Greg Wayne Ivo Danihelka 103 2,331 0 20 Oct 2014
Learning to Execute Wojciech Zaremba Ilya Sutskever ODL 87 560 0 17 Oct 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 575 27,327 0 01 Sep 2014
On the difficulty of training Recurrent Neural Networks Razvan Pascanu Tomas Mikolov Yoshua Bengio ODL 204 5,360 0 21 Nov 2012