Figures & code from the paper "Shortcut Learning in Deep Neural Networks" (Nature Machine Intelligence 2020)
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Jun 10, 2022 - Python
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shortcut-learning
Here are 16 public repositories matching this topic...
A tool to create and manage interactive keyboard shortcut cheatsheets.
keyboard keyboard-layout hotkeys shortcut cheatsheet shortcut-key shortcuts keyboard-shortcuts shortcut-learning cheatsheet-generator
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Mar 6, 2025 - HTML
[Nature Medicine] The Limits of Fair Medical Imaging AI In Real-World Generalization
medical-imaging spurious-correlations shortcuts fairness subpopulation generalization algorithmic-fairness out-of-distribution bias-mitigation shortcut-learning ood-generalization nature-medicine
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Dec 30, 2024 - Python
How to master your passwords using iCloud Keychain.
macos ios apple authentication password-generator password-manager keychain passwords icloud icloud-account 2fa icloud-sync 2factor 2fa-security shortcuts-app shortcut-learning apple-education icloud-keychain icloud-key ecosystem-integration
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Jan 19, 2024 - Shell
TextAdaIN: Paying Attention to Shortcut Learning in Text Recognizers
ocr deep-learning pytorch text-recognition regularization handwriting-recognition scene-text-recognition shortcut-learning
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Jul 26, 2022 - Python
Frequency Shortcuts in Neural Networks
machine-learning computer-vision image-classification frequency-domain generalization shortcut-learning
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Nov 1, 2024 - Python
Augmentation for CV using frequency shortcuts
data-augmentation-strategies data-augmentation frequency-analysis fourier-transform robustness generalization adversarial-defense shortcut-learning model-robustness
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Aug 13, 2023 - Python
This is the official code for CoLLAs 2022 paper, "InBiaseD: Inductive Bias Distillation to Improve Generalization and Robustness through Shape-awareness"
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Jul 13, 2022 - Python
Study on the effect of masking the ROI in medical images to evaluate potential bias/shortcuts in datasets
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Apr 11, 2025 - Jupyter Notebook
Shortcut Learning in Financial Text Mining @ IEEE BigData 2022
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Dec 16, 2022
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Nov 9, 2024 - HTML
Shortcut Wizard is a desktop app that helps professionals and students organize and access application shortcuts effortlessly, boosting productivity with ease.
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Jan 26, 2025 - TypeScript
This repository contains the code for the paper "Benchmarking Dependence Measures to Prevent Shortcut Learning in Medical Imaging".
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Nov 4, 2024 - Python
A deep learning method using cross-domain regularization to mitigate shortcut learning
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Dec 9, 2022 - Python
Get a fast overview of shortcuts for (almost) everything.
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Oct 20, 2024 - HTML
This repository contains code and experiments for the paper 'The Reliability Paradox: Exploring How Shortcut Learning Undermines Language Model Calibration'.
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Apr 5, 2025 - Jupyter Notebook
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