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
Learning Algorithmic Solutions to Symbolic Planning Tasks with a Neural Computer Architecture Daniel Tanneberg Elmar Rueckert Jan Peters 4 3 0 30 Oct 2019
Ordered Memory Songlin Yang Shawn Tan Seyedarian Hosseini Zhouhan Lin Alessandro Sordoni Aaron Courville 21 23 0 29 Oct 2019
Neural Program Synthesis By Self-Learning Yifan Xu Luke Dai Udaikaran Singh Kening Zhang Zhuowen Tu 13 6 0 13 Oct 2019
Synthetic Data for Deep Learning Sergey I. Nikolenko 46 348 0 25 Sep 2019
The Neural State Pushdown Automata A. Mali Alexander Ororbia C. Lee Giles 6 20 0 07 Sep 2019
$PaccMann$^{RL}$: Designing anticancer drugs from transcriptomic data via reinforcement learning$ PaccMann $^{RL}$ : Designing anticancer drugs from transcriptomic data via reinforcement learning Jannis Born Matteo Manica Ali Oskooei Joris Cadow Karsten Borgwardt María Rodríguez Martínez 29 0 0 29 Aug 2019
Large Memory Layers with Product Keys Guillaume Lample Alexandre Sablayrolles MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou MoE 33 131 0 10 Jul 2019
Understanding Memory Modules on Learning Simple Algorithms Kexin Wang Yu Zhou Shaonan Wang Jiajun Zhang Chengqing Zong 34 0 0 01 Jul 2019
ARMIN: Towards a More Efficient and Light-weight Recurrent Memory Network Zhangheng Li Jia-Xing Zhong Jingjia Huang Tao Zhang Thomas H. Li Ge Li 25 2 0 28 Jun 2019
Multigrid Neural Memory T. Huynh Michael Maire Matthew R. Walter 11 9 0 13 Jun 2019
LSTM Networks Can Perform Dynamic Counting Mirac Suzgun Sebastian Gehrmann Yonatan Belinkov Stuart M. Shieber 16 74 0 09 Jun 2019
Finding Syntactic Representations in Neural Stacks William Merrill Lenny Khazan Noah Amsel Sophie Hao S. Mendelsohn Robert Frank 19 6 0 04 Jun 2019
Recursive Sketches for Modular Deep Learning Badih Ghazi Rina Panigrahy Joshua R. Wang 15 20 0 29 May 2019
Better Long-Range Dependency By Bootstrapping A Mutual Information Regularizer Yanshuai Cao Peng Xu 17 2 0 28 May 2019
Deep Learning for Multi-Scale Changepoint Detection in Multivariate Time Series Zahra Ebrahimzadeh Min Zheng Selcuk Karakas Samantha Kleinberg AI4TS 27 8 0 16 May 2019
What do Entity-Centric Models Learn? Insights from Entity Linking in Multi-Party Dialogue Laura Aina Carina Silberer M. Westera Ionut-Teodor Sorodoc Gemma Boleda 14 9 0 16 May 2019
Mutual Information Scaling and Expressive Power of Sequence Models Huitao Shen 17 18 0 10 May 2019
Memory-Augmented Temporal Dynamic Learning for Action Recognition Yuan. Yuan Dong Wang Qi. Wang 30 13 0 30 Apr 2019
Advances in Natural Language Question Answering: A Review K. S. D. Ishwari A. K. R. R. Aneeze S. Sudheesan H. J. D. A. Karunaratne A. Nugaliyadde Y. Mallawarachchi 17 17 0 10 Apr 2019
Analysing Mathematical Reasoning Abilities of Neural Models D. Saxton Edward Grefenstette Felix Hill Pushmeet Kohli LRM 39 418 0 02 Apr 2019
Cooperative Learning of Disjoint Syntax and Semantics Serhii Havrylov Germán Kruszewski Armand Joulin 18 48 0 25 Feb 2019
On the Turing Completeness of Modern Neural Network Architectures Jorge A. Pérez Javier Marinkovic Pablo Barceló BDL 15 140 0 10 Jan 2019
Evaluating the Ability of LSTMs to Learn Context-Free Grammars Luzi Sennhauser Robert C. Berwick 14 57 0 06 Nov 2018
Counting in Language with RNNs He Fun Sergiy V. Bokhnyak Francesco Saverio Zuppichini 18 0 0 29 Oct 2018
Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks Songlin Yang Shawn Tan Alessandro Sordoni Aaron Courville 32 323 0 22 Oct 2018
Learning to Remember, Forget and Ignore using Attention Control in Memory T. S. Jayram Younes Bouhadjar Ryan L. McAvoy Tomasz Kornuta Alexis Asseman K. Rocki A. Ozcan CLL 9 5 0 28 Sep 2018
Using Multi-task and Transfer Learning to Solve Working Memory Tasks T. S. Jayram Tomasz Kornuta Ryan L. McAvoy A. Ozcan RALM 6 0 0 28 Sep 2018
On learning an interpreted language with recurrent models Denis Paperno 19 4 0 11 Sep 2018
How clever is the FiLM model, and how clever can it be? A. Kuhnle Huiyuan Xie Ann A. Copestake 30 6 0 09 Sep 2018
Context-Free Transductions with Neural Stacks Sophie Hao William Merrill Dana Angluin Robert Frank Noah Amsel Andrew Benz S. Mendelsohn GNN 19 38 0 08 Sep 2018
Operations Guided Neural Networks for High Fidelity Data-To-Text Generation Feng Nie Jinpeng Wang Jin-ge Yao Rong Pan Chin-Yew Lin 38 22 0 08 Sep 2018
Character-Level Language Modeling with Deeper Self-Attention Rami Al-Rfou Dokook Choe Noah Constant Mandy Guo Llion Jones 33 387 0 09 Aug 2018
Inductive Visual Localisation: Factorised Training for Superior Generalisation Ankush Gupta Andrea Vedaldi Andrew Zisserman 19 2 0 21 Jul 2018
Neural Networks Regularization Through Representation Learning Soufiane Belharbi OOD SSL 30 2 0 13 Jul 2018
Automatically Composing Representation Transformations as a Means for Generalization Michael Chang Abhishek Gupta Sergey Levine Thomas Griffiths 26 68 0 12 Jul 2018
Universal Transformers Mostafa Dehghani Stephan Gouws Oriol Vinyals Jakob Uszkoreit Lukasz Kaiser 37 745 0 10 Jul 2018
Relational inductive biases, deep learning, and graph networks Peter W. Battaglia Jessica B. Hamrick V. Bapst Alvaro Sanchez-Gonzalez V. Zambaldi ... Pushmeet Kohli M. Botvinick Oriol Vinyals Yujia Li Razvan Pascanu AI4CE NAI 121 3,087 0 04 Jun 2018
Integrating Episodic Memory into a Reinforcement Learning Agent using Reservoir Sampling Kenny Young R. Sutton Shuo Yang 17 10 0 01 Jun 2018
Text normalization using memory augmented neural networks Subhojeet Pramanik A. Hussain 6 29 0 31 May 2018
Number Sequence Prediction Problems for Evaluating Computational Powers of Neural Networks Hyoungwook Nam Segwang Kim Kyomin Jung AIMat 26 15 0 19 May 2018
Leveraging Grammar and Reinforcement Learning for Neural Program Synthesis Rudy Bunel Matthew J. Hausknecht Jacob Devlin Rishabh Singh Pushmeet Kohli NAI 29 217 0 11 May 2018
A Taxonomy for Neural Memory Networks Ying Ma José C. Príncipe 30 21 0 01 May 2018
Programmatically Interpretable Reinforcement Learning Abhinav Verma V. Murali Rishabh Singh Pushmeet Kohli Swarat Chaudhuri 17 345 0 06 Apr 2018
DDRprog: A CLEVR Differentiable Dynamic Reasoning Programmer Joseph Suárez Justin Johnson Fei-Fei Li LRM 16 32 0 30 Mar 2018
A Dataset and Architecture for Visual Reasoning with a Working Memory G. R. Yang Igor Ganichev Xiao-Jing Wang Jonathon Shlens David Sussillo 14 54 0 16 Mar 2018
Learning Latent Permutations with Gumbel-Sinkhorn Networks Gonzalo E. Mena David Belanger Scott W. Linderman Jasper Snoek 57 264 0 23 Feb 2018
Can Neural Networks Understand Logical Entailment? Richard Evans D. Saxton David Amos Pushmeet Kohli Edward Grefenstette NAI 29 127 0 23 Feb 2018
Neural Program Search: Solving Programming Tasks from Description and Examples Illia Polosukhin Alexander Skidanov NAI 24 59 0 12 Feb 2018
Nested LSTMs Joel Ruben Antony Moniz David M. Krueger 32 68 0 31 Jan 2018
Neural Program Synthesis with Priority Queue Training Daniel A. Abolafia Mohammad Norouzi Jonathan Shen Rui Zhao Quoc V. Le 20 69 0 10 Jan 2018