Inferring Algorithmic Patterns with Stack-Augmented Recurrent Nets

3 March 2015

Papers citing "Inferring Algorithmic Patterns with Stack-Augmented Recurrent Nets"

50 / 232 papers shown

Title
Combining Representation Learning with Logic for Language Processing Tim Rocktaschel NAI 31 6 0 27 Dec 2017
CSGNet: Neural Shape Parser for Constructive Solid Geometry Gopal Sharma Rishabh Goyal Difan Liu E. Kalogerakis Subhransu Maji 3DV 12 189 0 22 Dec 2017
Deep Reinforcement Learning for De-Novo Drug Design Mariya Popova Olexandr Isayev Alexander Tropsha 33 1,005 0 29 Nov 2017
Learning Explanatory Rules from Noisy Data Richard Evans Edward Grefenstette 70 478 0 13 Nov 2017
Generalization without systematicity: On the compositional skills of sequence-to-sequence recurrent networks Brenden M. Lake Marco Baroni 29 81 0 31 Oct 2017
Neural Program Meta-Induction Jacob Devlin Rudy Bunel Rishabh Singh Matthew J. Hausknecht Pushmeet Kohli 43 72 0 11 Oct 2017
Glass-Box Program Synthesis: A Machine Learning Approach Konstantina Christakopoulou Adam Tauman Kalai 22 1 0 25 Sep 2017
Do latent tree learning models identify meaningful structure in sentences? Adina Williams Andrew Drozdov Samuel R. Bowman 35 21 0 04 Sep 2017
VoiceLoop: Voice Fitting and Synthesis via a Phonological Loop Yaniv Taigman Lior Wolf Adam Polyak Eliya Nachmani 22 26 0 20 Jul 2017
Visual Question Answering with Memory-Augmented Networks Chao Ma Chunhua Shen A. Dick Qi Wu Peng Wang Anton Van Den Hengel Ian Reid 23 98 0 17 Jul 2017
Long-Term Memory Networks for Question Answering Fenglong Ma Radha Chitta Saurabh Kataria Jing Zhou Palghat Ramesh Tong Sun Jing Gao KELM 23 10 0 06 Jul 2017
Towards Synthesizing Complex Programs from Input-Output Examples Xinyun Chen Chang-rui Liu D. Song NAI 21 11 0 05 Jun 2017
End-to-End Differentiable Proving Tim Rocktaschel Sebastian Riedel NAI 25 380 0 31 May 2017
Inferring and Executing Programs for Visual Reasoning Justin Johnson B. Hariharan Laurens van der Maaten Judy Hoffman Li Fei-Fei C. L. Zitnick Ross B. Girshick NAI 26 541 0 10 May 2017
ShapeWorld - A new test methodology for multimodal language understanding A. Kuhnle Ann A. Copestake 36 66 0 14 Apr 2017
Deep API Programmer: Learning to Program with APIs Surya Bhupatiraju Rishabh Singh Abdel-rahman Mohamed Pushmeet Kohli 13 15 0 14 Apr 2017
Online and Linear-Time Attention by Enforcing Monotonic Alignments Colin Raffel Minh-Thang Luong Peter J. Liu Ron J. Weiss Douglas Eck 35 255 0 03 Apr 2017
Learning Simpler Language Models with the Differential State Framework Alexander Ororbia Tomas Mikolov David Reitter AI4TS 22 65 0 26 Mar 2017
RobustFill: Neural Program Learning under Noisy I/O Jacob Devlin J. Uesato Surya Bhupatiraju Rishabh Singh Abdel-rahman Mohamed Pushmeet Kohli 22 385 0 21 Mar 2017
Neural Sketch Learning for Conditional Program Generation V. Murali Letao Qi Swarat Chaudhuri C. Jermaine NAI 19 38 0 16 Mar 2017
Tree Memory Networks for Modelling Long-term Temporal Dependencies Tharindu Fernando Simon Denman A. Mcfadyen Sridha Sridharan Clinton Fookes 26 53 0 12 Mar 2017
Improving the Neural GPU Architecture for Algorithm Learning Kārlis Freivalds Renars Liepins 25 43 0 28 Feb 2017
Generative Temporal Models with Memory Mevlana Gemici Chia-Chun Hung Adam Santoro Greg Wayne S. Mohamed Danilo Jimenez Rezende David Amos Timothy Lillicrap 19 57 0 15 Feb 2017
Living a discrete life in a continuous world: Reference with distributed representations Gemma Boleda Sebastian Padó N. Pham Marco Baroni 8 0 0 06 Feb 2017
Memory Augmented Neural Networks with Wormhole Connections Çağlar Gülçehre A. Chandar Yoshua Bengio 31 63 0 30 Jan 2017
CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning Justin Johnson B. Hariharan Laurens van der Maaten Li Fei-Fei C. L. Zitnick Ross B. Girshick CoGe 56 2,322 0 20 Dec 2016
Improving Neural Language Models with a Continuous Cache Edouard Grave Armand Joulin Nicolas Usunier KELM 11 300 0 13 Dec 2016
Tracking the World State with Recurrent Entity Networks Mikael Henaff Jason Weston Arthur Szlam Antoine Bordes Yann LeCun KELM 26 227 0 12 Dec 2016
Condensed Memory Networks for Clinical Diagnostic Inferencing Aaditya (Adi) Prakash Siyuan Zhao Sadid A. Hasan Vivek Datla Kathy Lee Ashequl Qadir Joey Liu Oladimeji Farri 22 102 0 06 Dec 2016
Learning Operations on a Stack with Neural Turing Machines T. Deleu Joseph Dureau 16 8 0 02 Dec 2016
Learning a Natural Language Interface with Neural Programmer Arvind Neelakantan Quoc V. Le Martín Abadi Andrew McCallum Dario Amodei LMTD NAI 65 136 0 28 Nov 2016
Dynamic Key-Value Memory Networks for Knowledge Tracing Jiani Zhang Xingjian Shi Irwin King Dit-Yan Yeung AI4Ed KELM 29 602 0 24 Nov 2016
Multimodal Memory Modelling for Video Captioning Junbo Wang Wei Wang Yan Huang Liang Wang Tieniu Tan 32 142 0 17 Nov 2016
Lie-Access Neural Turing Machines Greg Yang Alexander M. Rush 14 6 0 09 Nov 2016
Divide and Conquer Networks Alex W. Nowak David Folqué Joan Bruna 34 20 0 08 Nov 2016
Differentiable Programs with Neural Libraries Alexander L. Gaunt Marc Brockschmidt Nate Kushman Daniel Tarlow 27 71 0 07 Nov 2016
DeepCoder: Learning to Write Programs Matej Balog Alexander L. Gaunt Marc Brockschmidt Sebastian Nowozin Daniel Tarlow AIMat NAI 36 566 0 07 Nov 2016
Differentiable Functional Program Interpreters John K. Feser Marc Brockschmidt Alexander L. Gaunt Daniel Tarlow 16 11 0 07 Nov 2016
Neuro-Symbolic Program Synthesis Emilio Parisotto Abdel-rahman Mohamed Rishabh Singh Lihong Li Dengyong Zhou Pushmeet Kohli NAI 19 321 0 06 Nov 2016
Learning Continuous Semantic Representations of Symbolic Expressions Miltiadis Allamanis Pankajan Chanthirasegaran Pushmeet Kohli Charles Sutton CLL NAI 31 99 0 04 Nov 2016
Assessing the Ability of LSTMs to Learn Syntax-Sensitive Dependencies Tal Linzen Emmanuel Dupoux Yoav Goldberg 44 894 0 04 Nov 2016
Extensions and Limitations of the Neural GPU Eric Price Wojciech Zaremba Ilya Sutskever 22 24 0 02 Nov 2016
Can Active Memory Replace Attention? Lukasz Kaiser Samy Bengio 27 58 0 27 Oct 2016
A modular architecture for transparent computation in Recurrent Neural Networks G. S. Carmantini P. B. Graben M. Desroches S. Rodrigues 24 20 0 07 Sep 2016
TerpreT: A Probabilistic Programming Language for Program Induction Alexander L. Gaunt Marc Brockschmidt Rishabh Singh Nate Kushman Pushmeet Kohli Jonathan Taylor Daniel Tarlow 35 123 0 15 Aug 2016
Dynamic Neural Turing Machine with Soft and Hard Addressing Schemes Çağlar Gülçehre A. Chandar Kyunghyun Cho Yoshua Bengio 20 64 0 30 Jun 2016
"Show me the cup": Reference with Continuous Representations Gemma Boleda Sebastian Padó Marco Baroni 26 3 0 28 Jun 2016
Dialog state tracking, a machine reading approach using Memory Network J. Perez Fei Liu 22 2 0 13 Jun 2016
Learning to Optimize Ke Li Jitendra Malik 15 253 0 06 Jun 2016
Predicting Personal Traits from Facial Images using Convolutional Neural Networks Augmented with Facial Landmark Information Yoad Lewenberg Valliappa Chockalingam Satinder Singh Honglak Lee CVBM 22 21 0 29 May 2016