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Texture Bias Of CNNs Limits Few-Shot Classification Performance

Texture Bias Of CNNs Limits Few-Shot Classification Performance

18 October 2019
Sam Ringer
Will Williams
T. Ash
R. Francis
D. Macleod
    SSL
ArXiv (abs)PDFHTML

Papers citing "Texture Bias Of CNNs Limits Few-Shot Classification Performance"

3 / 3 papers shown
Title
Learning Visual Representations for Transfer Learning by Suppressing
  Texture
Learning Visual Representations for Transfer Learning by Suppressing Texture
Shlok Kumar Mishra
Anshul B. Shah
Ankan Bansal
Janit Anjaria
Jonghyun Choi
Abhinav Shrivastava
Abhishek Sharma
David Jacobs
SSL
193
13
0
03 Nov 2020
Large Scale Indexing of Generic Medical Image Data using Unbiased
  Shallow Keypoints and Deep CNN Features
Large Scale Indexing of Generic Medical Image Data using Unbiased Shallow Keypoints and Deep CNN Features
L. Chauvin
M. B. Lazreg
J. Carluer
W. Wells
Matthew Toews
74
0
0
08 Oct 2020
On the Texture Bias for Few-Shot CNN Segmentation
On the Texture Bias for Few-Shot CNN SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2025
Reza Azad
A. Fayjie
C. Kauffmann
Ismail Ben Ayed
M. Pedersoli
Jose Dolz
SSeg
133
72
0
09 Mar 2020
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