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Dynamic Neural Turing Machine with Soft and Hard Addressing Schemes
v1v2 (latest)

Dynamic Neural Turing Machine with Soft and Hard Addressing Schemes

30 June 2016
Çağlar Gülçehre
A. Chandar
Dong Wang
Yoshua Bengio
ArXiv (abs)PDFHTML

Papers citing "Dynamic Neural Turing Machine with Soft and Hard Addressing Schemes"

40 / 40 papers shown
Complexity of Symbolic Representation in Working Memory of Transformer
  Correlates with the Complexity of a Task
Complexity of Symbolic Representation in Working Memory of Transformer Correlates with the Complexity of a Task
Alsu Sagirova
Andrey Kravchenko
147
3
0
20 Jun 2024
Discrete Neural Algorithmic Reasoning
Discrete Neural Algorithmic Reasoning
Gleb Rodionov
Liudmila Prokhorenkova
OODNAI
316
6
0
18 Feb 2024
Memoria: Resolving Fateful Forgetting Problem through Human-Inspired
  Memory Architecture
Memoria: Resolving Fateful Forgetting Problem through Human-Inspired Memory ArchitectureInternational Conference on Machine Learning (ICML), 2023
Sangjun Park
Jinyeong Bak
CLL
286
6
0
04 Oct 2023
Scaling Transformer to 1M tokens and beyond with RMT
Scaling Transformer to 1M tokens and beyond with RMT
Aydar Bulatov
Yuri Kuratov
Yermek Kapushev
Andrey Kravchenko
LRM
334
111
0
19 Apr 2023
Recurrent Memory Transformer
Recurrent Memory TransformerNeural Information Processing Systems (NeurIPS), 2022
Aydar Bulatov
Yuri Kuratov
Andrey Kravchenko
CLL
323
149
0
14 Jul 2022
A survey on GANs for computer vision: Recent research, analysis and
  taxonomy
A survey on GANs for computer vision: Recent research, analysis and taxonomyComputer Science Review (CSR), 2022
Guillermo Iglesias
Edgar Talavera
Alberto Díaz-Álvarez
EGVMAI4TS
368
90
0
21 Mar 2022
Combining Modular Skills in Multitask Learning
Combining Modular Skills in Multitask Learning
Edoardo Ponti
Alessandro Sordoni
Yoshua Bengio
Siva Reddy
MoE
296
42
0
28 Feb 2022
Measuring and Improving BERT's Mathematical Abilities by Predicting the
  Order of Reasoning
Measuring and Improving BERT's Mathematical Abilities by Predicting the Order of ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL), 2021
Piotr Pikekos
Henryk Michalewski
Mateusz Malinowski
177
30
0
07 Jun 2021
Inductive Biases for Deep Learning of Higher-Level Cognition
Inductive Biases for Deep Learning of Higher-Level CognitionProceedings of the Royal Society A (Proc. R. Soc. A), 2020
Anirudh Goyal
Yoshua Bengio
AI4CE
493
416
0
30 Nov 2020
Memory Transformer
Memory Transformer
Andrey Kravchenko
Yuri Kuratov
Anton Peganov
Grigory V. Sapunov
RALM
246
85
0
20 Jun 2020
Memory-Augmented Recurrent Networks for Dialogue Coherence
Memory-Augmented Recurrent Networks for Dialogue Coherence
David Donahue
Yuanliang Meng
Anna Rumshisky
131
0
0
16 Oct 2019
Understanding Memory Modules on Learning Simple Algorithms
Understanding Memory Modules on Learning Simple Algorithms
Kexin Wang
Yu Zhou
Shaonan Wang
Jiajun Zhang
Chengqing Zong
135
0
0
01 Jul 2019
A review on Neural Turing Machine
A review on Neural Turing Machine
Soroor Malekmohamadi Faradonbe
Faramarz Safi Esfahani
AI4CE
261
6
0
10 Apr 2019
Learning Numeracy: Binary Arithmetic with Neural Turing Machines
Learning Numeracy: Binary Arithmetic with Neural Turing Machines
Jacopo Castellini
153
2
0
04 Apr 2019
Episodic Memory Reader: Learning What to Remember for Question Answering
  from Streaming Data
Episodic Memory Reader: Learning What to Remember for Question Answering from Streaming Data
Moonsu Han
Minki Kang
Hyunwoo Jung
Sung Ju Hwang
RALM
273
22
0
14 Mar 2019
Learning To Follow Directions in Street View
Learning To Follow Directions in Street ViewAAAI Conference on Artificial Intelligence (AAAI), 2019
Karl Moritz Hermann
Mateusz Malinowski
Piotr Wojciech Mirowski
Andras Banki-Horvath
Keith Anderson
R. Hadsell
SSL
289
73
0
01 Mar 2019
Beyond the Memory Wall: A Case for Memory-centric HPC System for Deep
  Learning
Beyond the Memory Wall: A Case for Memory-centric HPC System for Deep Learning
Youngeun Kwon
Minsoo Rhu
143
64
0
18 Feb 2019
Partially Non-Recurrent Controllers for Memory-Augmented Neural Networks
Partially Non-Recurrent Controllers for Memory-Augmented Neural Networks
Naoya Taguchi
Yoshimasa Tsuruoka
95
1
0
30 Dec 2018
Learning What to Remember: Long-term Episodic Memory Networks for
  Learning from Streaming Data
Learning What to Remember: Long-term Episodic Memory Networks for Learning from Streaming Data
Hyunwoo Jung
Moonsu Han
Minki Kang
Sung Ju Hwang
CLLKELMRALM
131
5
0
11 Dec 2018
Learning to Remember, Forget and Ignore using Attention Control in
  Memory
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
95
5
0
28 Sep 2018
Chinese Poetry Generation with a Working Memory Model
Chinese Poetry Generation with a Working Memory Model
Xiaoyuan Yi
Maosong Sun
Ruoyu Li
Zonghan Yang
159
48
0
12 Sep 2018
Learning Visual Question Answering by Bootstrapping Hard Attention
Learning Visual Question Answering by Bootstrapping Hard Attention
Mateusz Malinowski
Carl Doersch
Adam Santoro
Peter W. Battaglia
OOD
274
98
0
01 Aug 2018
Implementing Neural Turing Machines
Implementing Neural Turing Machines
Mark Collier
Jöran Beel
147
54
0
23 Jul 2018
Latent Alignment and Variational Attention
Latent Alignment and Variational Attention
Yuntian Deng
Yoon Kim
Justin T. Chiu
Demi Guo
Alexander M. Rush
BDL
182
115
0
10 Jul 2018
A Memory Network Approach for Story-based Temporal Summarization of
  360° Videos
A Memory Network Approach for Story-based Temporal Summarization of 360° Videos
Sangho Lee
Jinyoung Sung
Youngjae Yu
Gunhee Kim
193
69
0
08 May 2018
Reinforced Self-Attention Network: a Hybrid of Hard and Soft Attention
  for Sequence Modeling
Reinforced Self-Attention Network: a Hybrid of Hard and Soft Attention for Sequence Modeling
Tao Shen
Wanrong Zhu
Guodong Long
Jing Jiang
Sen Wang
Chengqi Zhang
AI4TS
241
148
0
31 Jan 2018
Hungarian Layer: Logics Empowered Neural Architecture
Hungarian Layer: Logics Empowered Neural Architecture
Han Xiao
Yidong Chen
Xiaodong Shi
142
4
0
07 Dec 2017
Modeling Past and Future for Neural Machine Translation
Modeling Past and Future for Neural Machine Translation
Zaixiang Zheng
Hao Zhou
Shujian Huang
Lili Mou
Xinyu Dai
Jiajun Chen
Zhaopeng Tu
213
49
0
27 Nov 2017
A Read-Write Memory Network for Movie Story Understanding
A Read-Write Memory Network for Movie Story Understanding
Seil Na
Sangho Lee
Jisung Kim
Gunhee Kim
AIMat
359
101
0
27 Sep 2017
Labeled Memory Networks for Online Model Adaptation
Labeled Memory Networks for Online Model Adaptation
Shiv Shankar
Sunita Sarawagi
KELM
248
3
0
05 Jul 2017
Search Engine Guided Non-Parametric Neural Machine Translation
Search Engine Guided Non-Parametric Neural Machine Translation
Jiatao Gu
Yong Wang
Dong Wang
Victor O.K. Li
174
51
0
20 May 2017
Learning to Remember Rare Events
Learning to Remember Rare Events
Lukasz Kaiser
Ofir Nachum
Aurko Roy
Samy Bengio
RALMCLL
294
384
0
09 Mar 2017
Frustratingly Short Attention Spans in Neural Language Modeling
Frustratingly Short Attention Spans in Neural Language ModelingInternational Conference on Learning Representations (ICLR), 2017
Michal Daniluk
Tim Rocktaschel
Johannes Welbl
Sebastian Riedel
257
117
0
15 Feb 2017
Memory Augmented Neural Networks with Wormhole Connections
Memory Augmented Neural Networks with Wormhole Connections
Çağlar Gülçehre
A. Chandar
Yoshua Bengio
151
64
0
30 Jan 2017
Deep Reinforcement Learning: An Overview
Deep Reinforcement Learning: An Overview
Yuxi Li
OffRLVLM
959
1,741
0
25 Jan 2017
Tracking the World State with Recurrent Entity Networks
Tracking the World State with Recurrent Entity Networks
Mikael Henaff
Jason Weston
Arthur Szlam
Antoine Bordes
Yann LeCun
KELM
232
233
0
12 Dec 2016
Learning Operations on a Stack with Neural Turing Machines
Learning Operations on a Stack with Neural Turing Machines
T. Deleu
Joseph Dureau
107
9
0
02 Dec 2016
Lie-Access Neural Turing Machines
Lie-Access Neural Turing Machines
Greg Yang
Alexander M. Rush
102
6
0
09 Nov 2016
End-to-End Answer Chunk Extraction and Ranking for Reading Comprehension
End-to-End Answer Chunk Extraction and Ranking for Reading Comprehension
Yang Yu
Wei Zhang
K. Hasan
Mo Yu
Bing Xiang
Bowen Zhou
205
77
0
31 Oct 2016
Lie Access Neural Turing Machine
Lie Access Neural Turing Machine
Greg Yang
KELM
209
17
0
28 Feb 2016
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