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Memory Networks
International Conference on Learning Representations (ICLR), 2014
15 October 2014
Jason Weston
S. Chopra
Antoine Bordes
GNN
KELM
Re-assign community
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Papers citing
"Memory Networks"
50 / 817 papers shown
Effective and Interpretable Information Aggregation with Capacity Networks
IEEE International Joint Conference on Neural Network (IJCNN), 2022
Markus Zopf
250
0
0
25 Jul 2022
Seeking Subjectivity in Visual Emotion Distribution Learning
IEEE Transactions on Image Processing (IEEE TIP), 2022
Jingyuan Yang
Jie Li
Leida Li
Xiumei Wang
Yuxuan Ding
Xinbo Gao
195
15
0
25 Jul 2022
Region Aware Video Object Segmentation with Deep Motion Modeling
IEEE Transactions on Image Processing (IEEE TIP), 2022
Bo Miao
Bennamoun
Yongsheng Gao
Lin Wang
VOS
236
25
0
21 Jul 2022
Learning Sequence Representations by Non-local Recurrent Neural Memory
International Journal of Computer Vision (IJCV), 2022
Wenjie Pei
Xin Feng
Canmiao Fu
Qi Cao
Guangming Lu
Yu-Wing Tai
AI4TS
295
0
0
20 Jul 2022
N-Grammer: Augmenting Transformers with latent n-grams
Aurko Roy
Rohan Anil
Guangda Lai
Benjamin Lee
Jeffrey Zhao
...
Yu
Phuong Dao
Christopher Fifty
Zhiwen Chen
Yonghui Wu
173
9
0
13 Jul 2022
Neural Networks and the Chomsky Hierarchy
International Conference on Learning Representations (ICLR), 2022
Grégoire Delétang
Anian Ruoss
Jordi Grau-Moya
Tim Genewein
L. Wenliang
...
Chris Cundy
Marcus Hutter
Shane Legg
Joel Veness
Pedro A. Ortega
UQCV
501
196
0
05 Jul 2022
Endowing Language Models with Multimodal Knowledge Graph Representations
Ningyuan Huang
Y. Deshpande
Yibo Liu
Houda Alberts
Kyunghyun Cho
Clara Vania
Iacer Calixto
VLM
141
20
0
27 Jun 2022
Sparse Mixers: Combining MoE and Mixing to build a more efficient BERT
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
James Lee-Thorp
Joshua Ainslie
MoE
220
13
0
24 May 2022
Chunk-based Nearest Neighbor Machine Translation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Pedro Henrique Martins
Zita Marinho
André F.T. Martins
RALM
316
32
0
24 May 2022
Ranking-Based Siamese Visual Tracking
Computer Vision and Pattern Recognition (CVPR), 2022
Feng Tang
Qi Ling
248
59
0
24 May 2022
Rethinking Task-Incremental Learning Baselines
International Conference on Pattern Recognition (ICPR), 2022
Md. Rejwanul Hossain
P. Saha
T. Chowdhury
Shafin Rahman
Fuad Rahman
Nabeel Mohammed
CLL
224
5
0
23 May 2022
Asking for Knowledge: Training RL Agents to Query External Knowledge Using Language
International Conference on Machine Learning (ICML), 2022
Iou-Jen Liu
Xingdi Yuan
Marc-Alexandre Côté
Pierre-Yves Oudeyer
Alex Schwing
RALM
248
13
0
12 May 2022
When a sentence does not introduce a discourse entity, Transformer-based models still sometimes refer to it
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
Sebastian Schuster
Tal Linzen
221
28
0
06 May 2022
Finding patterns in Knowledge Attribution for Transformers
Jeevesh Juneja
Ritu Agarwal
KELM
88
1
0
03 May 2022
Retrieval-Enhanced Machine Learning
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022
Hamed Zamani
Fernando Diaz
Mostafa Dehghani
Donald Metzler
Michael Bendersky
165
59
0
02 May 2022
Cross-modal Memory Networks for Radiology Report Generation
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Zhihong Chen
Yaling Shen
Yan Song
Xiang Wan
MedIm
243
347
0
28 Apr 2022
ChapterBreak: A Challenge Dataset for Long-Range Language Models
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
Simeng Sun
Katherine Thai
Mohit Iyyer
183
20
0
22 Apr 2022
Hypergraph Transformer: Weakly-supervised Multi-hop Reasoning for Knowledge-based Visual Question Answering
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Y. Heo
Eun-Sol Kim
Woo Suk Choi
Byoung-Tak Zhang
142
35
0
22 Apr 2022
LaMemo: Language Modeling with Look-Ahead Memory
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
Haozhe Ji
Rongsheng Zhang
Zhenyu Yang
Zhipeng Hu
Shiyu Huang
KELM
RALM
CLL
165
4
0
15 Apr 2022
A Review on Language Models as Knowledge Bases
Badr AlKhamissi
Millicent Li
Asli Celikyilmaz
Mona T. Diab
Marjan Ghazvininejad
KELM
310
209
0
12 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
289
10
0
11 Apr 2022
ShowFace: Coordinated Face Inpainting with Memory-Disentangled Refinement Networks
British Machine Vision Conference (BMVC), 2022
Zhuo Wu
Xingqun Qi
Zijian Wang
Wanting Zhou
Kun Yuan
Muyi Sun
Zhenan Sun
CVBM
193
4
0
06 Apr 2022
Multi-Scale Memory-Based Video Deblurring
Computer Vision and Pattern Recognition (CVPR), 2022
Bongil Ji
Angela Yao
225
32
0
06 Apr 2022
Distinguishing Homophenes Using Multi-Head Visual-Audio Memory for Lip Reading
AAAI Conference on Artificial Intelligence (AAAI), 2022
Minsu Kim
Jeong Hun Yeo
Yong Man Ro
175
82
0
04 Apr 2022
Multi-modality Associative Bridging through Memory: Speech Sound Recollected from Face Video
IEEE International Conference on Computer Vision (ICCV), 2021
Minsu Kim
Joanna Hong
Se Jin Park
Yong Man Ro
CVBM
176
48
0
04 Apr 2022
Modeling Dynamic User Preference via Dictionary Learning for Sequential Recommendation
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2022
Chao Chen
Dongsheng Li
Junchi Yan
Xiaokang Yang
83
20
0
02 Apr 2022
MeMOT: Multi-Object Tracking with Memory
Computer Vision and Pattern Recognition (CVPR), 2022
Jiarui Cai
Mingze Xu
Wei Li
Yuanjun Xiong
Wei Xia
Zhuowen Tu
Stefano Soatto
VOT
321
213
0
31 Mar 2022
Constrained Few-shot Class-incremental Learning
Computer Vision and Pattern Recognition (CVPR), 2022
Michael Hersche
G. Karunaratne
G. Cherubini
Luca Benini
Abu Sebastian
Abbas Rahimi
CLL
267
180
0
30 Mar 2022
Fine-tuning Image Transformers using Learnable Memory
Computer Vision and Pattern Recognition (CVPR), 2022
Mark Sandler
A. Zhmoginov
Max Vladymyrov
Andrew Jackson
ViT
251
55
0
29 Mar 2022
Recent Few-Shot Object Detection Algorithms: A Survey with Performance Comparison
ACM Transactions on Intelligent Systems and Technology (ACM TIST), 2022
Tianying Liu
Jun Liu
Yang Wang
Jihong Guan
Yanwei Fu
Jiajia Zhao
Shuigeng Zhou
ObjD
AAML
289
37
0
27 Mar 2022
SMEMO: Social Memory for Trajectory Forecasting
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Francesco Marchetti
Federico Becattini
Lorenzo Seidenari
Marco Bertini
263
43
0
23 Mar 2022
Remember Intentions: Retrospective-Memory-based Trajectory Prediction
Computer Vision and Pattern Recognition (CVPR), 2022
Chenxin Xu
Wei Mao
Wenjun Zhang
Siheng Chen
220
167
0
22 Mar 2022
A survey on GANs for computer vision: Recent research, analysis and taxonomy
Computer Science Review (CSR), 2022
Guillermo Iglesias
Edgar Talavera
Alberto Díaz-Álvarez
EGVM
AI4TS
371
90
0
21 Mar 2022
Local-Global Context Aware Transformer for Language-Guided Video Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Chen Liang
Wenguan Wang
Tianfei Zhou
Jiaxu Miao
Yawei Luo
Yi Yang
VOS
322
101
0
18 Mar 2022
What is the best RNN-cell structure for forecasting each time series behavior?
Expert systems with applications (ESWA), 2022
Rohaifa Khaldi
A. E. Afia
R. Chiheb
Siham Tabik
AI4TS
78
1
0
15 Mar 2022
Generalized Key-Value Memory to Flexibly Adjust Redundancy in Memory-Augmented Networks
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Denis Kleyko
G. Karunaratne
J. Rabaey
Abu Sebastian
Abbas Rahimi
KELM
212
10
0
11 Mar 2022
Learning from Few Examples: A Summary of Approaches to Few-Shot Learning
Archit Parnami
Minwoo Lee
MQ
336
248
0
07 Mar 2022
Recent Advances in Neural Text Generation: A Task-Agnostic Survey
Chen Tang
Frank Guerin
Chenghua Lin
AI4CE
OOD
359
20
0
06 Mar 2022
Dynamic Key-value Memory Enhanced Multi-step Graph Reasoning for Knowledge-based Visual Question Answering
AAAI Conference on Artificial Intelligence (AAAI), 2022
Mingxiao Li
Marie-Francine Moens
216
19
0
06 Mar 2022
LILE: Look In-Depth before Looking Elsewhere -- A Dual Attention Network using Transformers for Cross-Modal Information Retrieval in Histopathology Archives
International Conference on Medical Imaging with Deep Learning (MIDL), 2022
Danial Maleki
H. R Tizhoosh
MedIm
193
12
0
02 Mar 2022
General-purpose, long-context autoregressive modeling with Perceiver AR
International Conference on Machine Learning (ICML), 2022
Curtis Hawthorne
Andrew Jaegle
Cătălina Cangea
Sebastian Borgeaud
C. Nash
...
Hannah R. Sheahan
Neil Zeghidour
Jean-Baptiste Alayrac
João Carreira
Jesse Engel
237
76
0
15 Feb 2022
HiMA: A Fast and Scalable History-based Memory Access Engine for Differentiable Neural Computer
Micro (MICRO), 2021
Yaoyu Tao
Zhengya Zhang
81
8
0
15 Feb 2022
MOST-Net: A Memory Oriented Style Transfer Network for Face Sketch Synthesis
International Conference on Pattern Recognition (ICPR), 2022
Fan Ji
Muyi Sun
Xingqun Qi
Qi Li
Zhenan Sun
CVBM
170
4
0
08 Feb 2022
Meta-Reinforcement Learning with Self-Modifying Networks
Neural Information Processing Systems (NeurIPS), 2022
Mathieu Chalvidal
Thomas Serre
Rufin VanRullen
KELM
220
8
0
04 Feb 2022
Artefact Retrieval: Overview of NLP Models with Knowledge Base Access
Vilém Zouhar
Marius Mosbach
Debanjali Biswas
Dietrich Klakow
KELM
203
6
0
24 Jan 2022
Learning what to remember
International Conference on Algorithmic Learning Theory (ALT), 2022
Robi Bhattacharjee
G. Mahajan
CLL
KELM
135
0
0
11 Jan 2022
Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets
Alethea Power
Yuri Burda
Harrison Edwards
Igor Babuschkin
Vedant Misra
354
487
0
06 Jan 2022
Memory-guided Image De-raining Using Time-Lapse Data
IEEE Transactions on Image Processing (IEEE TIP), 2022
Jaehoon Cho
Seungryong Kim
Kwanghoon Sohn
245
5
0
06 Jan 2022
Discrete and continuous representations and processing in deep learning: Looking forward
AI Open (AO), 2022
Ruben Cartuyvels
Graham Spinks
Marie-Francine Moens
OCL
300
28
0
04 Jan 2022
Empirical Evaluation of Deep Learning Models for Knowledge Tracing: Of Hyperparameters and Metrics on Performance and Replicability
Sami Sarsa
Juho Leinonen
Arto Hellas
147
13
0
30 Dec 2021
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