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Monitoring Shortcut Learning using Mutual Information

Monitoring Shortcut Learning using Mutual Information

27 June 2022
Mohammed Adnan
Yani Andrew Ioannou
Chuan-Yung Tsai
A. Galloway
H. R. Tizhoosh
Graham W. Taylor
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Papers citing "Monitoring Shortcut Learning using Mutual Information"

3 / 3 papers shown
Title
Auxiliary Losses for Learning Generalizable Concept-based Models
Auxiliary Losses for Learning Generalizable Concept-based Models
Ivaxi Sheth
Samira Ebrahimi Kahou
32
25
0
18 Nov 2023
Beyond Distribution Shift: Spurious Features Through the Lens of
  Training Dynamics
Beyond Distribution Shift: Spurious Features Through the Lens of Training Dynamics
Nihal Murali
A. Puli
Ke Yu
Rajesh Ranganath
Kayhan Batmanghelich
AAML
43
8
0
18 Feb 2023
A Fine-Grained Analysis on Distribution Shift
A Fine-Grained Analysis on Distribution Shift
Olivia Wiles
Sven Gowal
Florian Stimberg
Sylvestre-Alvise Rebuffi
Ira Ktena
Krishnamurthy Dvijotham
A. Cemgil
OOD
236
208
0
21 Oct 2021
1