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1606.04080
Cited By
Matching Networks for One Shot Learning
13 June 2016
Oriol Vinyals
Charles Blundell
Timothy Lillicrap
Koray Kavukcuoglu
Daan Wierstra
VLM
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Papers citing
"Matching Networks for One Shot Learning"
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Title
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Jonathan Masci
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Learning to Forget for Meta-Learning
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Seokil Hong
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Interpretable Few-Shot Learning via Linear Distillation
Arip Asadulaev
Igor Kuznetsov
Andrey Filchenkov
FedML
FAtt
11
1
0
13 Jun 2019
Compositional generalization through meta sequence-to-sequence learning
Brenden Lake
CoGe
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196
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12 Jun 2019
Boosting Few-Shot Visual Learning with Self-Supervision
Spyros Gidaris
Andrei Bursuc
N. Komodakis
P. Pérez
Matthieu Cord
SSL
22
400
0
12 Jun 2019
Progressive Cluster Purification for Transductive Few-shot Learning
Chenyang Si
Wentao Chen
Wei Wang
Liang Wang
Tieniu Tan
VLM
30
1
0
10 Jun 2019
Learning Adaptive Classifiers Synthesis for Generalized Few-Shot Learning
Han-Jia Ye
Hexiang Hu
De-Chuan Zhan
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0
07 Jun 2019
Detecting Local Insights from Global Labels: Supervised & Zero-Shot Sequence Labeling via a Convolutional Decomposition
A. Schmaltz
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8
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04 Jun 2019
Sequential Scenario-Specific Meta Learner for Online Recommendation
Zhengxiao Du
Xiaowei Wang
Hongxia Yang
Jingren Zhou
Jie Tang
OffRL
LRM
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20
115
0
02 Jun 2019
Learning to Transfer: Unsupervised Meta Domain Translation
Jianxin Lin
Yijun Wang
Tianyu He
Zhibo Chen
19
8
0
01 Jun 2019
Regression Networks for Meta-Learning Few-Shot Classification
A. Devos
Matthias Grossglauser
6
12
0
31 May 2019
InsectUp: Crowdsourcing Insect Observations to Assess Demographic Shifts and Improve Classification
Léonard Boussioux
Tomás Giro-Larraz
Charles Guille-Escuret
Mehdi Cherti
Balázs Kégl
20
1
0
30 May 2019
Adaptive Deep Kernel Learning
Prudencio Tossou
Basile Dura
François Laviolette
M. Marchand
Alexandre Lacoste
21
29
0
28 May 2019
Image Deformation Meta-Networks for One-Shot Learning
Z. Chen
Yanwei Fu
Yu-xiong Wang
Lin Ma
Wei Liu
M. Hebert
15
217
0
28 May 2019
Learning to learn via Self-Critique
Antreas Antoniou
Amos Storkey
SSL
23
17
0
24 May 2019
Personalizing Dialogue Agents via Meta-Learning
Zhaojiang Lin
Andrea Madotto
Chien-Sheng Wu
Pascale Fung
37
179
0
24 May 2019
LGM-Net: Learning to Generate Matching Networks for Few-Shot Learning
Huaiyu Li
Weiming Dong
Xing Mei
Chongyang Ma
Feiyue Huang
Bao-Gang Hu
OffRL
29
98
0
15 May 2019
Task-Driven Modular Networks for Zero-Shot Compositional Learning
Senthil Purushwalkam
Maximilian Nickel
Abhinav Gupta
MarcÁurelio Ranzato
27
170
0
15 May 2019
NTU RGB+D 120: A Large-Scale Benchmark for 3D Human Activity Understanding
Jun Liu
Amir Shahroudy
Mauricio Perez
G. Wang
Ling-yu Duan
Alex C. Kot
24
1,254
0
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Few-Shot Learning with Embedded Class Models and Shot-Free Meta Training
Avinash Ravichandran
Rahul Bhotika
Stefano Soatto
19
169
0
10 May 2019
Prototype Propagation Networks (PPN) for Weakly-supervised Few-shot Learning on Category Graph
Lu Liu
Dinesh Manocha
Guodong Long
Jing Jiang
Lina Yao
Chengqi Zhang
21
71
0
10 May 2019
Meta-learning of Sequential Strategies
Pedro A. Ortega
Jane X. Wang
Mark Rowland
Tim Genewein
Z. Kurth-Nelson
...
Yee Whye Teh
H. V. Hasselt
Nando de Freitas
M. Botvinick
Shane Legg
OffRL
22
96
0
08 May 2019
Few-Shot Adaptive Gaze Estimation
Seonwook Park
Shalini De Mello
Pavlo Molchanov
Umar Iqbal
Otmar Hilliges
Jan Kautz
27
193
0
06 May 2019
Learning Meta Model for Zero- and Few-shot Face Anti-spoofing
Yunxiao Qin
Chenxu Zhao
Xiangyu Zhu
Zezheng Wang
Zitong Yu
Tianyu Fu
Feng Zhou
Jingping Shi
Zhen Lei
CVBM
24
115
0
29 Apr 2019
Variational Prototyping-Encoder: One-Shot Learning with Prototypical Images
Junsik Kim
Tae-Hyun Oh
Seokju Lee
Fei Pan
In So Kweon
DRL
33
73
0
17 Apr 2019
An Ensemble of Epoch-wise Empirical Bayes for Few-shot Learning
Yaoyao Liu
Bernt Schiele
Qianru Sun
BDL
30
128
0
17 Apr 2019
Large-Scale Long-Tailed Recognition in an Open World
Ziwei Liu
Zhongqi Miao
Xiaohang Zhan
Jiayun Wang
Boqing Gong
Stella X. Yu
22
1,131
0
10 Apr 2019
Few-Shot Learning with Localization in Realistic Settings
Davis Wertheimer
Bharath Hariharan
19
140
0
09 Apr 2019
A Closer Look at Few-shot Classification
Wei-Yu Chen
Yen-Cheng Liu
Z. Kira
Y. Wang
Jia-Bin Huang
18
1,751
0
08 Apr 2019
Learning to Adapt for Stereo
A. Tonioni
Oscar Rahnama
Thomas Joy
Luigi Di Stefano
Thalaiyasingam Ajanthan
Philip H. S. Torr
11
83
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05 Apr 2019
Cross-Entropy Adversarial View Adaptation for Person Re-identification
Lin Wu
Richang Hong
Yang Wang
Hao Wu
GAN
27
80
0
03 Apr 2019
Revisiting Local Descriptor based Image-to-Class Measure for Few-shot Learning
Wenbin Li
Lei Wang
Jinglin Xu
Jing Huo
Yang Gao
Jiebo Luo
19
484
0
28 Mar 2019
f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning
Yongqin Xian
Saurabh Sharma
Bernt Schiele
Zeynep Akata
GAN
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22
482
0
25 Mar 2019
Visual Semantic Information Pursuit: A Survey
Daqi Liu
M. Bober
J. Kittler
15
31
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13 Mar 2019
Semantically Tied Paired Cycle Consistency for Zero-Shot Sketch-based Image Retrieval
Anjan Dutta
Zeynep Akata
33
143
0
08 Mar 2019
Meta-Dataset: A Dataset of Datasets for Learning to Learn from Few Examples
Eleni Triantafillou
Tyler Lixuan Zhu
Vincent Dumoulin
Pascal Lamblin
Utku Evci
...
Ross Goroshin
Carles Gelada
Kevin Swersky
Pierre-Antoine Manzagol
Hugo Larochelle
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611
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07 Mar 2019
Semantic-Guided Multi-Attention Localization for Zero-Shot Learning
Yizhe Zhu
Jianwen Xie
Zhiqiang Tang
Xi Peng
Ahmed Elgammal
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25
118
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01 Mar 2019
On Tiny Episodic Memories in Continual Learning
Arslan Chaudhry
Marcus Rohrbach
Mohamed Elhoseiny
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P. Dokania
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MarcÁurelio Ranzato
CLL
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389
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Are Few-Shot Learning Benchmarks too Simple ? Solving them without Task Supervision at Test-Time
Gabriel Huang
Hugo Larochelle
Simon Lacoste-Julien
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Adaptive Cross-Modal Few-Shot Learning
Chen Xing
Negar Rostamzadeh
Boris N. Oreshkin
Pedro H. O. Pinheiro
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19 Feb 2019
Adaptive Posterior Learning: few-shot learning with a surprise-based memory module
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M. Garnelo
BDL
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'Squeeze & Excite' Guided Few-Shot Segmentation of Volumetric Images
Abhijit Guha Roy
Shayan Siddiqui
Sebastian Polsterl
Nassir Navab
Christian Wachinger
17
181
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04 Feb 2019
Few-shot Learning with Meta Metric Learners
Yu Cheng
Mo Yu
Xiaoxiao Guo
Bowen Zhou
20
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Attentive Neural Processes
Hyunjik Kim
A. Mnih
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M. Garnelo
S. M. Ali Eslami
Dan Rosenbaum
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Yee Whye Teh
36
429
0
17 Jan 2019
Toward Multimodal Model-Agnostic Meta-Learning
Risto Vuorio
Shao-Hua Sun
Hexiang Hu
Joseph J. Lim
50
31
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Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions
Han-Jia Ye
Hexiang Hu
De-Chuan Zhan
Fei Sha
50
656
0
10 Dec 2018
Disjoint Label Space Transfer Learning with Common Factorised Space
Xiaobin Chang
Yongxin Yang
Tao Xiang
Timothy M. Hospedales
DRL
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55
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Meta-Transfer Learning for Few-Shot Learning
Qianru Sun
Yaoyao Liu
Tat-Seng Chua
Bernt Schiele
72
1,057
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06 Dec 2018
Auto-Encoding Scene Graphs for Image Captioning
Xu Yang
Kaihua Tang
Hanwang Zhang
Jianfei Cai
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692
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The effects of negative adaptation in Model-Agnostic Meta-Learning
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Yoshua Bengio
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