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2002.03519
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Self-Attentive Associative Memory
International Conference on Machine Learning (ICML), 2020
10 February 2020
Hung Le
T. Tran
Svetha Venkatesh
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Papers citing
"Self-Attentive Associative Memory"
37 / 37 papers shown
Re:Frame -- Retrieving Experience From Associative Memory
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Egor Cherepanov
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Memory-Augmented Transformers: A Systematic Review from Neuroscience Principles to Enhanced Model Architectures
Parsa Omidi
Xingshuai Huang
Axel Laborieux
Bahareh Nikpour
Tianyu Shi
A. Eshaghi
260
0
0
14 Aug 2025
Stable Hadamard Memory: Revitalizing Memory-Augmented Agents for Reinforcement Learning
International Conference on Learning Representations (ICLR), 2024
Hung Le
Kien Do
D. Nguyen
Sunil Gupta
Svetha Venkatesh
326
7
0
14 Oct 2024
Discrete Dictionary-based Decomposition Layer for Structured Representation Learning
Taewon Park
Hyun-Chul Kim
Minho Lee
252
0
0
11 Jun 2024
Attention-based Iterative Decomposition for Tensor Product Representation
Taewon Park
Inchul Choi
Minho Lee
270
1
0
03 Jun 2024
Entropic associative memory for real world images
Noé Hernández
Rafael Morales
L. A. Pineda
240
0
0
21 May 2024
Enhancing Length Extrapolation in Sequential Models with Pointer-Augmented Neural Memory
Hung Le
D. Nguyen
Kien Do
Svetha Venkatesh
T. Tran
290
0
0
18 Apr 2024
Disentangling Extraction and Reasoning in Multi-hop Spatial Reasoning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Roshanak Mirzaee
Parisa Kordjamshidi
LRM
171
10
0
25 Oct 2023
DepWiGNN: A Depth-wise Graph Neural Network for Multi-hop Spatial Reasoning in Text
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Shuaiyi Li
Yang Deng
Wai Lam
400
4
0
19 Oct 2023
Memoria: Resolving Fateful Forgetting Problem through Human-Inspired Memory Architecture
International Conference on Machine Learning (ICML), 2023
Sangjun Park
Jinyeong Bak
CLL
373
6
0
04 Oct 2023
A Framework for Inference Inspired by Human Memory Mechanisms
International Conference on Learning Representations (ICLR), 2023
Xiangyu Zeng
Jie Lin
Piao Hu
Ruizheng Huang
Zhicheng Zhang
267
4
0
01 Oct 2023
Persona-aware Generative Model for Code-mixed Language
Ayan Sengupta
Md. Shad Akhtar
Tanmoy Chakraborty
245
4
0
06 Sep 2023
Encode-Store-Retrieve: Enhancing Memory Augmentation through Language-Encoded Egocentric Perception
International Symposium on Mixed and Augmented Reality (ISMAR), 2023
Junxiao Shen
John J. Dudley
Per Ola Kristensson
RALM
144
1
0
10 Aug 2023
Coupling Large Language Models with Logic Programming for Robust and General Reasoning from Text
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Zhun Yang
Adam Ishay
Joohyung Lee
LRM
ELM
312
87
0
15 Jul 2023
Recasting Self-Attention with Holographic Reduced Representations
International Conference on Machine Learning (ICML), 2023
Mohammad Mahmudul Alam
Edward Raff
Stella Biderman
Tim Oates
James Holt
225
18
0
31 May 2023
Knowledge Authoring for Rules and Actions
Theory and Practice of Logic Programming (TPLP), 2023
Yuheng Wang
Paul Fodor
M. Kifer
LRM
231
2
0
12 May 2023
A Memory Model for Question Answering from Streaming Data Supported by Rehearsal and Anticipation of Coreference Information
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Vladimir Araujo
Alvaro Soto
Marie-Francine Moens
KELM
234
2
0
12 May 2023
Learning Language Representations with Logical Inductive Bias
International Conference on Learning Representations (ICLR), 2023
Jianshu Chen
NAI
AI4CE
LRM
168
4
0
19 Feb 2023
A Brain-inspired Memory Transformation based Differentiable Neural Computer for Reasoning-based Question Answering
Frontiers in Artificial Intelligence (FAI), 2023
Yao Liang
H. Fang
Yi Zeng
Feifei Zhao
OOD
256
2
0
07 Jan 2023
Bird-Eye Transformers for Text Generation Models
Lei Sha
Yuhang Song
Yordan Yordanov
Tommaso Salvatori
Thomas Lukasiewicz
210
0
0
08 Oct 2022
Memory-Augmented Graph Neural Networks: A Brain-Inspired Review
IEEE Transactions on Artificial Intelligence (IEEE TAI), 2022
Guixiang Ma
Vy A. Vo
Ted Willke
Nesreen Ahmed
212
6
0
22 Sep 2022
Graph Neural Networks Extract High-Resolution Cultivated Land Maps from Sentinel-2 Image Series
IEEE Geoscience and Remote Sensing Letters (GRSL), 2022
Lukasz Tulczyjew
M. Kawulok
Nicolas Longépé
Bertrand Le Saux
J. Nalepa
208
16
0
03 Aug 2022
Short-Term Plasticity Neurons Learning to Learn and Forget
International Conference on Machine Learning (ICML), 2022
Hector Garcia Rodriguez
Qinghai Guo
Timoleon Moraitis
267
15
0
28 Jun 2022
Attention Mechanism in Neural Networks: Where it Comes and Where it Goes
Derya Soydaner
3DV
358
340
0
27 Apr 2022
A Comprehensive Understanding of Code-mixed Language Semantics using Hierarchical Transformer
IEEE Transactions on Computational Social Systems (IEEE TCSS), 2022
Ayan Sengupta
Tharun Suresh
Md. Shad Akhtar
Tanmoy Chakraborty
260
18
0
27 Apr 2022
StepGame: A New Benchmark for Robust Multi-Hop Spatial Reasoning in Texts
AAAI Conference on Artificial Intelligence (AAAI), 2022
Zhengxiang Shi
Qiang Zhang
Aldo Lipani
393
96
0
18 Apr 2022
A Call for Clarity in Beam Search: How It Works and When It Stops
International Conference on Language Resources and Evaluation (LREC), 2022
Jungo Kasai
Keisuke Sakaguchi
Ronan Le Bras
Dragomir R. Radev
Yejin Choi
Noah A. Smith
348
11
0
11 Apr 2022
Episodic Policy Gradient Training
Hung Le
Majid Abdolshah
Thommen George Karimpanal
Kien Do
D. Nguyen
Svetha Venkatesh
BDL
OffRL
214
7
0
03 Dec 2021
Dyna-bAbI: unlocking bAbI's potential with dynamic synthetic benchmarking
Ronen Tamari
Kyle Richardson
Aviad Sar-Shalom
Noam Kahlon
Nelson F. Liu
Reut Tsarfaty
Dafna Shahaf
384
6
0
30 Nov 2021
Model-Based Episodic Memory Induces Dynamic Hybrid Controls
Neural Information Processing Systems (NeurIPS), 2021
Hung Le
Thommen George Karimpanal
Majid Abdolshah
T. Tran
Svetha Venkatesh
214
24
0
03 Nov 2021
ABC: Attention with Bounded-memory Control
Hao Peng
Jungo Kasai
Nikolaos Pappas
Dani Yogatama
Zhaofeng Wu
Lingpeng Kong
Roy Schwartz
Noah A. Smith
397
31
0
06 Oct 2021
Learning to Rehearse in Long Sequence Memorization
International Conference on Machine Learning (ICML), 2021
Zhu Zhang
Chang Zhou
Jianxin Ma
Zhijie Lin
Jingren Zhou
Hongxia Yang
Zhou Zhao
RALM
156
12
0
02 Jun 2021
HIT: A Hierarchically Fused Deep Attention Network for Robust Code-mixed Language Representation
Findings (Findings), 2021
Ayan Sengupta
S. Bhattacharjee
Tanmoy Chakraborty
Md. Shad Akhtar
152
17
0
30 May 2021
Learning Associative Inference Using Fast Weight Memory
International Conference on Learning Representations (ICLR), 2020
Imanol Schlag
Tsendsuren Munkhdalai
Jürgen Schmidhuber
KELM
438
63
0
16 Nov 2020
Neurocoder: Learning General-Purpose Computation Using Stored Neural Programs
Hung Le
Svetha Venkatesh
NAI
153
5
0
24 Sep 2020
Distributed Associative Memory Network with Memory Refreshing Loss
Taewon Park
Inchul Choi
Minho Lee
CLL
377
7
0
21 Jul 2020
A Qualitative Evaluation of Language Models on Automatic Question-Answering for COVID-19
David Oniani
Yanshan Wang
255
32
0
19 Jun 2020
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