Create and manage interactive keyboard shortcut cheatsheets.

Figures & code from the paper "Shortcut Learning in Deep Neural Networks" (Nature Machine Intelligence 2020)

[Nature Medicine] The Limits of Fair Medical Imaging AI In Real-World Generalization

How to master your passwords using iCloud Keychain.

Frequency Shortcuts in Neural Networks

TextAdaIN: Paying Attention to Shortcut Learning in Text Recognizers

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

Study on the effect of masking the ROI in medical images to evaluate potential bias/shortcuts in datasets

GitHub Repository for "Efficient Unsupervised Shortcut Learning Detection and Mitigation in Transformers" presented in ICCV 2025.

Shortcut Learning in Financial Text Mining @ IEEE BigData 2022

A deep learning method using cross-domain regularization to mitigate shortcut learning

Reproduction code + artifacts for “When Do Deep Ensembles Improve Robustness to Spurious Correlations?” (TU Delft, 2026).

Shortcut Wizard is a desktop app that helps professionals and students organize and access application shortcuts effortlessly, boosting productivity with ease.

Get a fast overview of shortcuts for (almost) everything.

This repository contains the code for the paper "Mitigating Shortcut Learning via Feature Disentanglement in Medical Imaging: A Benchmark Study".

Published in the Journal of the American Medical Informatics Association JAMIA Open (2026). DOI: 10.1093/jamiaopen/ooaf177. Auditing shortcut learning and misclassification in AI breast cancer genomic subtyping using TCGA-BRCA. Harvard Dataverse: 10.7910/DVN/BALJNT

Making neural networks OOD robust using dissimilarity loss

Thesis: Evaluation of the Effectiveness of Metrics Measuring Shortcut Behavior in Deep Neural Networks