Figures & code from the paper "Shortcut Learning in Deep Neural Networks" (Nature Machine Intelligence 2020)
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Updated
Jun 10, 2022 - Python
Figures & code from the paper "Shortcut Learning in Deep Neural Networks" (Nature Machine Intelligence 2020)
TextAdaIN: Paying Attention to Shortcut Learning in Text Recognizers
Frequency Shortcuts in Neural Networks
The Limits of Fair Medical Imaging AI In The Wild
How to master your passwords using iCloud Keychain.
This is the official code for CoLLAs 2022 paper, "InBiaseD: Inductive Bias Distillation to Improve Generalization and Robustness through Shape-awareness"
Augmentation for CV using frequency shortcuts
Shortcut Learning in Financial Text Mining @ IEEE BigData 2022
A deep learning method using cross-domain regularization to mitigate shortcut learning
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