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Disentangling the Effects of Data Augmentation and Format Transform in
  Self-Supervised Learning of Image Representations

Disentangling the Effects of Data Augmentation and Format Transform in Self-Supervised Learning of Image Representations

2 December 2023
Neha Kalibhat
Warren Morningstar
Alex Bijamov
Luyang Liu
Karan Singhal
Philip Mansfield
ArXiv (abs)PDFHTML

Papers citing "Disentangling the Effects of Data Augmentation and Format Transform in Self-Supervised Learning of Image Representations"

2 / 2 papers shown
Title
Augmentations vs Algorithms: What Works in Self-Supervised Learning
Augmentations vs Algorithms: What Works in Self-Supervised Learning
Warren Morningstar
Alex Bijamov
Chris Duvarney
Luke Friedman
Neha Kalibhat
...
Philip Mansfield
Renan A. Rojas-Gomez
Karan Singhal
Bradley Green
Sushant Prakash
SSL
148
15
0
08 Mar 2024
Unsupervised Learning of Visual Features by Contrasting Cluster
  Assignments
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments
Mathilde Caron
Ishan Misra
Julien Mairal
Priya Goyal
Piotr Bojanowski
Armand Joulin
OCLSSL
1.1K
4,620
0
17 Jun 2020
1