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Understanding the Detrimental Class-level Effects of Data Augmentation
7 December 2023
Polina Kirichenko
Mark Ibrahim
Randall Balestriero
Diane Bouchacourt
Ramakrishna Vedantam
Hamed Firooz
Andrew Gordon Wilson
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Papers citing
"Understanding the Detrimental Class-level Effects of Data Augmentation"
6 / 6 papers shown
Title
Robust Classification by Coupling Data Mollification with Label Smoothing
Markus Heinonen
Ba-Hien Tran
Michael Kampffmeyer
Maurizio Filippone
62
0
0
03 Jun 2024
LookHere: Vision Transformers with Directed Attention Generalize and Extrapolate
A. Fuller
Daniel G. Kyrollos
Yousef Yassin
James R. Green
34
2
0
22 May 2024
Does Progress On Object Recognition Benchmarks Improve Real-World Generalization?
Megan Richards
Polina Kirichenko
Diane Bouchacourt
Mark Ibrahim
VLM
64
11
0
24 Jul 2023
When does Bias Transfer in Transfer Learning?
Hadi Salman
Saachi Jain
Andrew Ilyas
Logan Engstrom
Eric Wong
A. Madry
33
34
0
06 Jul 2022
Re-labeling ImageNet: from Single to Multi-Labels, from Global to Localized Labels
Sangdoo Yun
Seong Joon Oh
Byeongho Heo
Dongyoon Han
Junsuk Choe
Sanghyuk Chun
384
139
0
13 Jan 2021
ImageNet Large Scale Visual Recognition Challenge
Olga Russakovsky
Jia Deng
Hao Su
J. Krause
S. Satheesh
...
A. Karpathy
A. Khosla
Michael S. Bernstein
Alexander C. Berg
Li Fei-Fei
VLM
ObjD
279
39,083
0
01 Sep 2014
1