GitHub topics: shortcut-learning
rtuszik/KoalaKeys
A tool to create and manage interactive keyboard shortcut cheatsheets.
Language: HTML - Size: 1010 KB - Last synced at: 6 days ago - Pushed at: 4 months ago - Stars: 78 - Forks: 1
TheoSourget/MMC_Masking
Study on the effect of masking the ROI in medical images to evaluate potential bias/shortcuts in datasets
Language: Jupyter Notebook - Size: 82.1 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 4 - Forks: 0
rgeirhos/shortcut-perspective
Figures & code from the paper "Shortcut Learning in Deep Neural Networks" (Nature Machine Intelligence 2020)
Language: Python - Size: 22.1 MB - Last synced at: 15 days ago - Pushed at: about 3 years ago - Stars: 97 - Forks: 14
bihani-g/rel-paradox
This repository contains code and experiments for the paper 'The Reliability Paradox: Exploring How Shortcut Learning Undermines Language Model Calibration'.
Language: Jupyter Notebook - Size: 150 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
Hohnik/Shorty
Get a fast overview of shortcuts for (almost) everything.
Language: HTML - Size: 833 KB - Last synced at: about 23 hours ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0
nicolodiamante/keyave
How to master your passwords using iCloud Keychain.
Language: Shell - Size: 37.1 KB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 20 - Forks: 1
YyzHarry/shortcut-ood-fairness
[Nature Medicine] The Limits of Fair Medical Imaging AI In Real-World Generalization
Language: Python - Size: 67.4 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 23 - Forks: 2
berenslab/dependence-measures-medical-imaging
This repository contains the code for the paper "Benchmarking Dependence Measures to Prevent Shortcut Learning in Medical Imaging".
Language: Python - Size: 129 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0
nis-research/nn-frequency-shortcuts
Frequency Shortcuts in Neural Networks
Language: Python - Size: 365 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 18 - Forks: 1
nis-research/dfmX-augmentation
Augmentation for CV using frequency shortcuts
Language: Python - Size: 257 KB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0
NeurAI-Lab/InBiaseD
This is the official code for CoLLAs 2022 paper, "InBiaseD: Inductive Bias Distillation to Improve Generalization and Robustness through Shape-awareness"
Language: Python - Size: 650 KB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 0
amazon-science/textadain-robust-recognition
TextAdaIN: Paying Attention to Shortcut Learning in Text Recognizers
Language: Python - Size: 690 KB - Last synced at: about 2 months ago - Pushed at: almost 3 years ago - Stars: 21 - Forks: 1
kotstot6/DiscoNet
A deep learning method using cross-domain regularization to mitigate shortcut learning
Language: Python - Size: 311 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
