shortcut-learning

There are 1 repository under shortcut-learning topic.

rgeirhos / shortcut-perspective
Figures & code from the paper "Shortcut Learning in Deep Neural Networks" (Nature Machine Intelligence 2020)
deep-learning generalisation interdisciplinary robustness shortcut shortcut-learning
Language:Python 94
amazon-science / textadain-robust-recognition
TextAdaIN: Paying Attention to Shortcut Learning in Text Recognizers
deep-learning pytorch shortcut-learning text-recognition handwriting-recognition ocr regularization scene-text-recognition
Language:Python 21
YyzHarry / shortcut-ood-fairness
[Nature Medicine] The Limits of Fair Medical Imaging AI In Real-World Generalization
algorithmic-fairness bias-mitigation fairness medical-imaging ood-generalization out-of-distribution shortcut-learning shortcuts spurious-correlations subpopulation generalization nature-medicine
Language:Python 21
nis-research / nn-frequency-shortcuts
Frequency Shortcuts in Neural Networks
computer-vision frequency-domain generalization image-classification machine-learning shortcut-learning
Language:Python 17
keyave
nicolodiamante / keyave
How to master your passwords using iCloud Keychain.
2fa 2fa-security 2factor apple apple-education ecosystem-integration icloud icloud-account icloud-key icloud-keychain icloud-sync keychain password-generator password-manager passwords authentication ios macos shortcut-learning shortcuts-app
Language:Shell 15
NeurAI-Lab / InBiaseD
This is the official code for CoLLAs 2022 paper, "InBiaseD: Inductive Bias Distillation to Improve Generalization and Robustness through Shape-awareness"
deep-learning generalization inductive-biases robustness shape-aware shortcut-learning
Language:Python 4
nis-research / dfmX-augmentation
Augmentation for CV using frequency shortcuts
adversarial-defense data-augmentation data-augmentation-strategies fourier-transform frequency-analysis generalization model-robustness robustness shortcut-learning
Language:Python 3
kotstot6 / DiscoNet
A deep learning method using cross-domain regularization to mitigate shortcut learning
deep-learning domain-adaptation generative-adversarial-network pytorch shortcut-learning
Language:Python 1
MatthewCaron / SLinFinTextMining
Shortcut Learning in Financial Text Mining @ IEEE BigData 2022
financial-data machine-learning shortcut-learning financial-machine-learning dataset
1
Hohnik / Shorty
Get a fast overview of shortcuts for (almost) everything.
nvim shortcut shortcut-keys shortcut-learning shortcuts shortcuts-app vim
Language:HTML