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A Representation Learning Perspective on the Importance of Train-Validation Splitting in Meta-Learning
29 June 2021
Nikunj Saunshi
Arushi Gupta
Wei Hu
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Papers citing
"A Representation Learning Perspective on the Importance of Train-Validation Splitting in Meta-Learning"
3 / 3 papers shown
Title
ALP: Data Augmentation using Lexicalized PCFGs for Few-Shot Text Classification
Hazel Kim
Daecheol Woo
Seong Joon Oh
Jeong-Won Cha
Yo-Sub Han
315
33
0
16 Dec 2021
Rapid Learning or Feature Reuse? Towards Understanding the Effectiveness of MAML
Aniruddh Raghu
M. Raghu
Samy Bengio
Oriol Vinyals
177
639
0
19 Sep 2019
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks
Chelsea Finn
Pieter Abbeel
Sergey Levine
OOD
338
11,684
0
09 Mar 2017
1