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
[Nature Medicine] The Limits of Fair Medical Imaging AI In Real-World Generalization
Frequency Shortcuts in Neural Networks
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
A deep learning method using cross-domain regularization to mitigate shortcut learning
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