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Unsupervised Meta-Learning For Few-Shot Image Classification
28 November 2018
Siavash Khodadadeh
Ladislau Bölöni
M. Shah
SSL
VLM
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Papers citing
"Unsupervised Meta-Learning For Few-Shot Image Classification"
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Meta-Learning Requires Meta-Augmentation
Neural Information Processing Systems (NeurIPS), 2020
Janarthanan Rajendran
A. Irpan
Eric Jang
228
105
0
10 Jul 2020
Uniform Priors for Data-Efficient Transfer
Samarth Sinha
Karsten Roth
Anirudh Goyal
Marzyeh Ghassemi
Hugo Larochelle
Animesh Garg
OOD
218
0
0
30 Jun 2020
Self-Supervised Prototypical Transfer Learning for Few-Shot Classification
Carlos Medina
A. Devos
Matthias Grossglauser
SSL
190
57
0
19 Jun 2020
Unsupervised Meta-Learning through Latent-Space Interpolation in Generative Models
Siavash Khodadadeh
Sharare Zehtabian
Saeed Vahidian
Weijia Wang
Bill Lin
Ladislau Bölöni
150
39
0
18 Jun 2020
A Comprehensive Overview and Survey of Recent Advances in Meta-Learning
Huimin Peng
VLM
OffRL
445
40
0
17 Apr 2020
Divergent Search for Few-Shot Image Classification
Jeremy Tan
Bernhard Kainz
106
0
0
16 Apr 2020
Diversity Helps: Unsupervised Few-shot Learning via Distribution Shift-based Data Augmentation
Tiexin Qin
Wenbin Li
Yinghuan Shi
Yang Gao
136
18
0
13 Apr 2020
Meta-Learning in Neural Networks: A Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Timothy M. Hospedales
Antreas Antoniou
P. Micaelli
Amos Storkey
OOD
753
2,389
0
11 Apr 2020
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