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Rethinking Evaluation Protocols of Visual Representations Learned via Self-supervised Learning

Rethinking Evaluation Protocols of Visual Representations Learned via Self-supervised Learning

Jaehoon Lee
Doyoung Yoon
Byeongmoon Ji
Kyungyul Kim
Sangheum Hwang
    SSL
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Papers citing "Rethinking Evaluation Protocols of Visual Representations Learned via Self-supervised Learning"

3 / 3 papers shown
Title
Beyond Supervised vs. Unsupervised: Representative Benchmarking and Analysis of Image Representation Learning
Beyond Supervised vs. Unsupervised: Representative Benchmarking and Analysis of Image Representation Learning
M. Gwilliam
Abhinav Shrivastava
SSL
58
16
1
16 Jun 2022
Masked Autoencoders Are Scalable Vision Learners
Masked Autoencoders Are Scalable Vision Learners
Kaiming He
Xinlei Chen
Saining Xie
Yanghao Li
Piotr Dollár
Ross B. Girshick
ViT
TPM
255
7,337
0
11 Nov 2021
Emerging Properties in Self-Supervised Vision Transformers
Emerging Properties in Self-Supervised Vision Transformers
Mathilde Caron
Hugo Touvron
Ishan Misra
Hervé Jégou
Julien Mairal
Piotr Bojanowski
Armand Joulin
283
5,723
0
29 Apr 2021