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)
A tool to create and manage interactive keyboard shortcut cheatsheets.
[Nature Medicine] The Limits of Fair Medical Imaging AI In Real-World Generalization
How to master your passwords using iCloud Keychain.
TextAdaIN: Paying Attention to Shortcut Learning in Text Recognizers
Frequency Shortcuts in Neural Networks
Augmentation for CV using frequency shortcuts
This is the official code for CoLLAs 2022 paper, "InBiaseD: Inductive Bias Distillation to Improve Generalization and Robustness through Shape-awareness"
Study on the effect of masking the ROI in medical images to evaluate potential bias/shortcuts in datasets
Shortcut Learning in Financial Text Mining @ IEEE BigData 2022
This repository contains the code for the paper "Benchmarking Dependence Measures to Prevent Shortcut Learning in Medical Imaging".
Shortcut Wizard is a desktop app that helps professionals and students organize and access application shortcuts effortlessly, boosting productivity with ease.
A deep learning method using cross-domain regularization to mitigate shortcut learning
Get a fast overview of shortcuts for (almost) everything.
This repository contains code and experiments for the paper 'The Reliability Paradox: Exploring How Shortcut Learning Undermines Language Model Calibration'.
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