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A Close Look at Deep Learning with Small Data

A Close Look at Deep Learning with Small Data

Lorenzo Brigato
Luca Iocchi
ArXivPDFHTML

Papers citing "A Close Look at Deep Learning with Small Data"

6 / 6 papers shown
Title
Harnessing the Power of Infinitely Wide Deep Nets on Small-data Tasks
Harnessing the Power of Infinitely Wide Deep Nets on Small-data Tasks
Sanjeev Arora
S. Du
Zhiyuan Li
Ruslan Salakhutdinov
Ruosong Wang
Dingli Yu
AAML
38
162
0
03 Oct 2019
Self-supervised Visual Feature Learning with Deep Neural Networks: A Survey
Self-supervised Visual Feature Learning with Deep Neural Networks: A Survey
Longlong Jing
Yingli Tian
SSL
83
1,692
0
16 Feb 2019
Meta-Learning: A Survey
Meta-Learning: A Survey
Joaquin Vanschoren
FedML
OOD
47
756
0
08 Oct 2018
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms
Han Xiao
Kashif Rasul
Roland Vollgraf
86
8,807
0
25 Aug 2017
Frankenstein: Learning Deep Face Representations using Small Data
Frankenstein: Learning Deep Face Representations using Small Data
Guosheng Hu
Xiaojiang Peng
Yongxin Yang
Timothy M. Hospedales
Jakob Verbeek
CVBM
87
122
0
21 Mar 2016
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification
Kaiming He
Xinming Zhang
Shaoqing Ren
Jian Sun
VLM
95
18,534
0
06 Feb 2015

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