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Memory Networks
v1v2v3v4v5v6v7v8v9v10v11 (latest)

Memory Networks

International Conference on Learning Representations (ICLR), 2014
15 October 2014
Jason Weston
S. Chopra
Antoine Bordes
    GNNKELM
ArXiv (abs)PDFHTML

Papers citing "Memory Networks"

50 / 817 papers shown
AI-GAs: AI-generating algorithms, an alternate paradigm for producing
  general artificial intelligence
AI-GAs: AI-generating algorithms, an alternate paradigm for producing general artificial intelligence
Jeff Clune
375
131
0
27 May 2019
Differentiable Representations For Multihop Inference Rules
Differentiable Representations For Multihop Inference Rules
William W. Cohen
Haitian Sun
R. A. Hofer
M. Siegler
115
2
0
24 May 2019
Learning to Memorize in Neural Task-Oriented Dialogue Systems
Learning to Memorize in Neural Task-Oriented Dialogue Systems
Chien-Sheng Wu
126
6
0
19 May 2019
Recovering Dropped Pronouns in Chinese Conversations via Modeling Their
  Referents
Recovering Dropped Pronouns in Chinese Conversations via Modeling Their ReferentsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2019
Jingxuan Yang
Jianzhuo Tong
Si Li
Sheng Gao
Jun Guo
Nianwen Xue
77
11
0
17 May 2019
Memory-Attended Recurrent Network for Video Captioning
Memory-Attended Recurrent Network for Video CaptioningComputer Vision and Pattern Recognition (CVPR), 2019
Wenjie Pei
Jiyuan Zhang
Xiangrong Wang
Lei Ke
Xiaoyong Shen
Yu-Wing Tai
242
224
0
10 May 2019
Attention-based Fusion for Multi-source Human Image Generation
Attention-based Fusion for Multi-source Human Image GenerationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2019
Stéphane Lathuilière
E. Sangineto
Aliaksandr Siarohin
Andrii Zadaianchuk
DiffM3DH
89
22
0
07 May 2019
A Review of Modularization Techniques in Artificial Neural Networks
A Review of Modularization Techniques in Artificial Neural NetworksArtificial Intelligence Review (AIR), 2019
Mohammed Amer
Tomás Maul
196
88
0
29 Apr 2019
Language Modeling through Long Term Memory Network
Language Modeling through Long Term Memory Network
A. Nugaliyadde
K. Wong
Ferdous Sohel
Hong Xie
KELM
102
17
0
18 Apr 2019
Progressive Attention Memory Network for Movie Story Question Answering
Progressive Attention Memory Network for Movie Story Question Answering
Junyeong Kim
Minuk Ma
Kyungsu Kim
Sungjin Kim
Chang D. Yoo
227
78
0
18 Apr 2019
People infer recursive visual concepts from just a few examples
People infer recursive visual concepts from just a few examples
Brenden M. Lake
Steven T Piantadosi
BDLDRL
244
43
0
17 Apr 2019
A Short Survey On Memory Based Reinforcement Learning
A Short Survey On Memory Based Reinforcement Learning
Dhruv Ramani
OffRL
159
21
0
14 Apr 2019
Factor Graph Attention
Factor Graph Attention
Idan Schwartz
Seunghak Yu
Tamir Hazan
Alex Schwing
286
111
0
11 Apr 2019
A review on Neural Turing Machine
A review on Neural Turing Machine
Soroor Malekmohamadi Faradonbe
Faramarz Safi Esfahani
AI4CE
263
6
0
10 Apr 2019
Generalizing from a Few Examples: A Survey on Few-Shot Learning
Generalizing from a Few Examples: A Survey on Few-Shot Learning
Yaqing Wang
Quanming Yao
James T. Kwok
L. Ni
554
2,004
0
10 Apr 2019
Identifying Sub-Phenotypes of Acute Kidney Injury using Structured and
  Unstructured Electronic Health Record Data with Memory Networks
Identifying Sub-Phenotypes of Acute Kidney Injury using Structured and Unstructured Electronic Health Record Data with Memory Networks
Zhenxing Xu
Jingyuan Chou
Xi Sheryl Zhang
Yuan Luo
T. Isakova
...
Richard C. Kiefer
J. Pacheco
Luke Rasmussen
Jyotishman Pathak
Haiwei Yang
229
59
0
10 Apr 2019
Heterogeneous Memory Enhanced Multimodal Attention Model for Video
  Question Answering
Heterogeneous Memory Enhanced Multimodal Attention Model for Video Question Answering
Chenyou Fan
Xiaofan Zhang
Shu Zhang
Wensheng Wang
Fangqiu Yi
Heng-Chiao Huang
217
297
0
08 Apr 2019
Memorizing Normality to Detect Anomaly: Memory-augmented Deep
  Autoencoder for Unsupervised Anomaly Detection
Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection
Dong Gong
Lingqiao Liu
Vuong Le
Budhaditya Saha
M. Mansour
Svetha Venkatesh
Anton Van Den Hengel
UQCV
228
1,557
0
04 Apr 2019
Learning Numeracy: Binary Arithmetic with Neural Turing Machines
Learning Numeracy: Binary Arithmetic with Neural Turing Machines
Jacopo Castellini
155
2
0
04 Apr 2019
Constrained Generative Adversarial Networks for Interactive Image
  Generation
Constrained Generative Adversarial Networks for Interactive Image Generation
Eric Heim
GAN
123
28
0
03 Apr 2019
DM-GAN: Dynamic Memory Generative Adversarial Networks for Text-to-Image
  Synthesis
DM-GAN: Dynamic Memory Generative Adversarial Networks for Text-to-Image Synthesis
Minfeng Zhu
Pingbo Pan
Wei Chen
Yi Yang
GAN
220
638
0
02 Apr 2019
Recent Advances in Natural Language Inference: A Survey of Benchmarks,
  Resources, and Approaches
Recent Advances in Natural Language Inference: A Survey of Benchmarks, Resources, and Approaches
Shane Storks
Qiaozi Gao
J. Chai
467
142
0
02 Apr 2019
Revisiting Local Descriptor based Image-to-Class Measure for Few-shot
  Learning
Revisiting Local Descriptor based Image-to-Class Measure for Few-shot Learning
Wenbin Li
Lei Wang
Jinglin Xu
Jing Huo
Yang Gao
Jiebo Luo
258
557
0
28 Mar 2019
Decay Replay Mining to Predict Next Process Events
Decay Replay Mining to Predict Next Process Events
Julian Theis
H. Darabi
AI4TS
78
1
0
12 Mar 2019
Learning Edge Properties in Graphs from Path Aggregations
Learning Edge Properties in Graphs from Path Aggregations
Rakshit Agrawal
Luca de Alfaro
GNNFedML
86
6
0
11 Mar 2019
Bidirectional Attentive Memory Networks for Question Answering over
  Knowledge Bases
Bidirectional Attentive Memory Networks for Question Answering over Knowledge BasesNorth American Chapter of the Association for Computational Linguistics (NAACL), 2019
Yu Chen
Lingfei Wu
Mohammed J Zaki
KELMRALM
244
133
0
06 Mar 2019
Deep learning in bioinformatics: introduction, application, and
  perspective in big data era
Deep learning in bioinformatics: introduction, application, and perspective in big data erabioRxiv (bioRxiv), 2019
Yu Li
Chao Huang
Lizhong Ding
Zhongxiao Li
Yijie Pan
Xin Gao
AI4CE
247
322
0
28 Feb 2019
Superposition of many models into one
Superposition of many models into one
Brian Cheung
A. Terekhov
Yubei Chen
Pulkit Agrawal
Bruno A. Olshausen
MoMe
219
123
0
14 Feb 2019
The Referential Reader: A Recurrent Entity Network for Anaphora
  Resolution
The Referential Reader: A Recurrent Entity Network for Anaphora Resolution
Fei Liu
Luke Zettlemoyer
Jacob Eisenstein
235
18
0
05 Feb 2019
Insertion-based Decoding with automatically Inferred Generation Order
Insertion-based Decoding with automatically Inferred Generation Order
Jiatao Gu
Qi Liu
Dong Wang
260
112
0
04 Feb 2019
State-Regularized Recurrent Neural Networks
State-Regularized Recurrent Neural Networks
Cheng Wang
Mathias Niepert
168
42
0
25 Jan 2019
Large-scale Collaborative Filtering with Product Embeddings
Large-scale Collaborative Filtering with Product Embeddings
Thom Lake
Sinead Williamson
Alexander T. Hawk
Christopher C. Johnson
Benjamin Wing
162
12
0
11 Jan 2019
Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context
Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context
Zihang Dai
Zhilin Yang
Yiming Yang
J. Carbonell
Quoc V. Le
Ruslan Salakhutdinov
VLM
766
4,131
0
09 Jan 2019
Multi-turn Inference Matching Network for Natural Language Inference
Multi-turn Inference Matching Network for Natural Language Inference
Chunhua Liu
Shan Jiang
Hainan Yu
Dong Yu
142
9
0
08 Jan 2019
Coarse-grain Fine-grain Coattention Network for Multi-evidence Question
  Answering
Coarse-grain Fine-grain Coattention Network for Multi-evidence Question Answering
Victor Zhong
Caiming Xiong
N. Keskar
R. Socher
241
63
0
03 Jan 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
Quantized-Dialog Language Model for Goal-Oriented Conversational Systems
Quantized-Dialog Language Model for Goal-Oriented Conversational Systems
R. Chulaka Gunasekara
D. Nahamoo
L. Polymenakos
Jatin Ganhotra
Kshitij P. Fadnis
120
8
0
26 Dec 2018
Generative One-Shot Learning (GOL): A Semi-Parametric Approach to
  One-Shot Learning in Autonomous Vision
Generative One-Shot Learning (GOL): A Semi-Parametric Approach to One-Shot Learning in Autonomous Vision
Sorin Grigorescu
GANVLM
113
13
0
19 Dec 2018
Attend, Copy, Parse -- End-to-end information extraction from documents
Attend, Copy, Parse -- End-to-end information extraction from documents
Rasmus Berg Palm
Florian Laws
Ole Winther
184
66
0
18 Dec 2018
On Attention Modules for Audio-Visual Synchronization
On Attention Modules for Audio-Visual Synchronization
Naji Khosravan
Shervin Ardeshir
R. Puri
96
24
0
14 Dec 2018
Evaluating Architectural Choices for Deep Learning Approaches for
  Question Answering over Knowledge Bases
Evaluating Architectural Choices for Deep Learning Approaches for Question Answering over Knowledge Bases
Sherzod Hakimov
Soufian Jebbara
Philipp Cimiano
110
2
0
06 Dec 2018
Continual Learning Augmented Investment Decisions
Continual Learning Augmented Investment Decisions
Daniel Philps
Tillman Weyde
Artur Garcez
R. Batchelor
271
12
0
06 Dec 2018
Traversing the Continuous Spectrum of Image Retrieval with Deep Dynamic
  Models
Traversing the Continuous Spectrum of Image Retrieval with Deep Dynamic Models
Ziad Al-Halah
Andreas M. Lehrmann
Leonid Sigal
201
0
0
01 Dec 2018
Learning to Reason with Third-Order Tensor Products
Learning to Reason with Third-Order Tensor Products
Imanol Schlag
Jürgen Schmidhuber
NAI
172
68
0
29 Nov 2018
Sense Perception Common Sense Relationships
Sense Perception Common Sense Relationships
Ndapandula Nakashole
83
0
0
17 Nov 2018
Concept Learning through Deep Reinforcement Learning with
  Memory-Augmented Neural Networks
Concept Learning through Deep Reinforcement Learning with Memory-Augmented Neural Networks
Jing Shi
Jiaming Xu
Yiqun Yao
Bo Xu
143
27
0
15 Nov 2018
Reasoning over RDF Knowledge Bases using Deep Learning
Reasoning over RDF Knowledge Bases using Deep Learning
Monireh Ebrahimi
Md Kamruzzaman Sarker
Federico Bianchi
Ning Xie
Derek Doran
Pascal Hitzler
ReLMLRM
156
20
0
09 Nov 2018
Abstractive Summarization of Reddit Posts with Multi-level Memory
  Networks
Abstractive Summarization of Reddit Posts with Multi-level Memory Networks
Byeongchang Kim
Hyunwoo J. Kim
Gunhee Kim
243
200
0
02 Nov 2018
Tackling Sequence to Sequence Mapping Problems with Neural Networks
Tackling Sequence to Sequence Mapping Problems with Neural Networks
Lei Yu
AIMat
119
3
0
25 Oct 2018
Deep Reinforcement Learning
Deep Reinforcement Learning
Yuxi Li
VLMOffRL
361
143
0
15 Oct 2018
Neural Entity Reasoner for Global Consistency in NER
Neural Entity Reasoner for Global Consistency in NER
Xiaoxiao Yin
Daqi Zheng
Zhengdong Lu
Ruifang Liu
NAILRM
137
8
0
30 Sep 2018
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