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1703.00837
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Meta Networks
2 March 2017
Tsendsuren Munkhdalai
Hong-ye Yu
GNN
AI4CE
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Papers citing
"Meta Networks"
40 / 490 papers shown
Small Sample Learning in Big Data Era
Jun Shu
Zongben Xu
Deyu Meng
355
77
0
14 Aug 2018
Saliency for Fine-grained Object Recognition in Domains with Scarce Training Data
Carola Figueroa Flores
Abel Gonzalez-Garcia
Joost van de Weijer
Bogdan Raducanu
231
52
0
01 Aug 2018
Meta-Learning with Latent Embedding Optimization
International Conference on Learning Representations (ICLR), 2018
Andrei A. Rusu
Dushyant Rao
Jakub Sygnowski
Oriol Vinyals
Razvan Pascanu
Simon Osindero
R. Hadsell
623
1,477
0
16 Jul 2018
Metalearning with Hebbian Fast Weights
Tsendsuren Munkhdalai
Adam Trischler
VLM
FedML
165
42
0
12 Jul 2018
Large Margin Few-Shot Learning
Yong Wang
Xiao-Ming Wu
Qimai Li
Jiatao Gu
Wangmeng Xiang
Lei Zhang
Victor O.K. Li
MQ
189
31
0
08 Jul 2018
Bilevel Programming for Hyperparameter Optimization and Meta-Learning
Luca Franceschi
P. Frasconi
Saverio Salzo
Riccardo Grazzi
Massimiliano Pontil
445
802
0
13 Jun 2018
Delta-encoder: an effective sample synthesis method for few-shot object recognition
Eli Schwartz
Leonid Karlinsky
J. Shtok
Sivan Harary
Mattias Marder
Rogerio Feris
Abhishek Kumar
Raja Giryes
A. Bronstein
572
382
0
12 Jun 2018
Unsupervised Meta-Learning for Reinforcement Learning
Abhishek Gupta
Benjamin Eysenbach
Chelsea Finn
Sergey Levine
SSL
OffRL
283
110
0
12 Jun 2018
On the Importance of Attention in Meta-Learning for Few-Shot Text Classification
Xiang Jiang
Mohammad Havaei
Gabriel Chartrand
Hassan Chouaib
Thomas Vincent
Andrew Jesson
Nicolas Chapados
Stan Matwin
VLM
106
20
0
03 Jun 2018
Object-Level Representation Learning for Few-Shot Image Classification
Liangqu Long
Wei Wang
Jun Wen
Meihui Zhang
Qian Lin
Beng Chin Ooi
VLM
114
9
0
28 May 2018
AgileNet: Lightweight Dictionary-based Few-shot Learning
M. Ghasemzadeh
Fang Lin
B. Rouhani
F. Koushanfar
Ke Huang
104
7
0
21 May 2018
Meta-learning with differentiable closed-form solvers
Luca Bertinetto
João F. Henriques
Juil Sock
Andrea Vedaldi
ODL
455
1,024
0
21 May 2018
Task-Agnostic Meta-Learning for Few-shot Learning
Muhammad Abdullah Jamal
Guo-Jun Qi
M. Shah
210
517
0
20 May 2018
Diverse Few-Shot Text Classification with Multiple Metrics
Mo Yu
Xiaoxiao Guo
Jinfeng Yi
Shiyu Chang
Saloni Potdar
Yu Cheng
Gerald Tesauro
Haoyu Wang
Bowen Zhou
225
222
0
19 May 2018
Learning to Teach
Yang Fan
Fei Tian
Tao Qin
Xiang-Yang Li
Tie-Yan Liu
111
17
0
09 May 2018
Dynamic Few-Shot Visual Learning without Forgetting
Spyros Gidaris
N. Komodakis
VLM
490
1,185
0
25 Apr 2018
Memory Matching Networks for One-Shot Image Recognition
Qi Cai
Yingwei Pan
Ting Yao
C. Yan
Tao Mei
VLM
228
285
0
23 Apr 2018
Multi-level Semantic Feature Augmentation for One-shot Learning
Z. Chen
Yanwei Fu
Yinda Zhang
Yu-Gang Jiang
Xiangyang Xue
Leonid Sigal
345
265
0
15 Apr 2018
Learning to Adapt in Dynamic, Real-World Environments Through Meta-Reinforcement Learning
Anusha Nagabandi
I. Clavera
Simin Liu
R. Fearing
Pieter Abbeel
Sergey Levine
Chelsea Finn
573
613
0
30 Mar 2018
Memory-based Parameter Adaptation
International Conference on Learning Representations (ICLR), 2018
Pablo Sprechmann
Siddhant M. Jayakumar
Jack W. Rae
Alexander Pritzel
Adria Puigdomenech Badia
Benigno Uria
Oriol Vinyals
Demis Hassabis
Razvan Pascanu
Charles Blundell
ODL
OOD
VLM
164
102
0
28 Feb 2018
Federated Meta-Learning with Fast Convergence and Efficient Communication
Fei Chen
Mi Luo
Zhenhua Dong
Zhenguo Li
Xiuqiang He
FedML
268
442
0
22 Feb 2018
Meta-Reinforcement Learning of Structured Exploration Strategies
Abhishek Gupta
Russell Mendonca
YuXuan Liu
Pieter Abbeel
Sergey Levine
OffRL
275
370
0
20 Feb 2018
Local Contrast Learning
Chuanyun Xu
Yang Zhang
Xin Feng
Yongxin Ge
Yihao Zhang
Jianwu Long
90
0
0
10 Feb 2018
Recasting Gradient-Based Meta-Learning as Hierarchical Bayes
Erin Grant
Chelsea Finn
Sergey Levine
Trevor Darrell
Thomas Griffiths
BDL
279
537
0
26 Jan 2018
Gradient-Based Meta-Learning with Learned Layerwise Metric and Subspace
Yoonho Lee
Seungjin Choi
169
27
0
17 Jan 2018
Rapid Adaptation with Conditionally Shifted Neurons
Tsendsuren Munkhdalai
Xingdi Yuan
Soroush Mehri
Adam Trischler
201
13
0
28 Dec 2017
Deep Meta Learning for Real-Time Target-Aware Visual Tracking
Janghoon Choi
Junseok Kwon
Kyoung Mu Lee
166
10
0
26 Dec 2017
Semi-Supervised and Active Few-Shot Learning with Prototypical Networks
Rinu Boney
Alexander Ilin
VLM
191
27
0
29 Nov 2017
Visual Question Answering as a Meta Learning Task
Damien Teney
Anton Van Den Hengel
OOD
167
45
0
22 Nov 2017
Learning to Compare: Relation Network for Few-Shot Learning
Flood Sung
Yongxin Yang
Li Zhang
Tao Xiang
Juil Sock
Timothy M. Hospedales
1.4K
4,478
0
16 Nov 2017
Few-Shot Learning with Graph Neural Networks
Victor Garcia Satorras
Joan Bruna
GNN
368
1,330
0
10 Nov 2017
Learning Markov Chain in Unordered Dataset
Yifan Hao
Haiying Zhao
Ruslan Salakhutdinov
Nebojsa Jojic
CML
167
1
0
08 Nov 2017
Routing Networks: Adaptive Selection of Non-linear Functions for Multi-Task Learning
Clemens Rosenbaum
Tim Klinger
Matthew D Riemer
264
267
0
03 Nov 2017
Meta-Learning and Universality: Deep Representations and Gradient Descent can Approximate any Learning Algorithm
Chelsea Finn
Sergey Levine
SSL
292
231
0
31 Oct 2017
Improving One-Shot Learning through Fusing Side Information
Yifan Hao
Ruslan Salakhutdinov
FedML
137
53
0
23 Oct 2017
Deeper, Broader and Artier Domain Generalization
Da Li
Yongxin Yang
Yi-Zhe Song
Timothy M. Hospedales
OOD
490
1,661
0
09 Oct 2017
Meta Networks for Neural Style Transfer
Falong Shen
Shuicheng Yan
Gang Zeng
OOD
103
27
0
13 Sep 2017
Gaussian Prototypical Networks for Few-Shot Learning on Omniglot
Stanislav Fort
109
89
0
09 Aug 2017
A Simple Neural Attentive Meta-Learner
Nikhil Mishra
Mostafa Rohaninejad
Xi Chen
Pieter Abbeel
OOD
296
204
0
11 Jul 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks
Chelsea Finn
Pieter Abbeel
Sergey Levine
OOD
1.6K
13,575
0
09 Mar 2017
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