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GitHub topics: learning-not-to-learn

pbevan1/Skin-Deep-Unlearning

Implementation for ICML 2022 paper: 'Skin Deep Unlearning: Artefact and Instrument Debiasing in the Context of Melanoma Classification'

Language: Python - Size: 79.6 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 5 - Forks: 2

pbevan1/Detecting-Melanoma-Fairly

Implementation for MICCAI DART paper: 'Detecting Melanoma Fairly: Skin Tone Detection and Debiasing for Skin Lesion Classification'

Language: Python - Size: 7.08 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 8 - Forks: 3

Related Keywords
unlearning 2 turning-a-blind-eye 2 melanoma-detection 2 melanoma-classification 2 learning-not-to-learn 2 gradient-reversal-layer 2 gradient-reversal 2 domain-adaptation 2 dermatology 2 deep-learning 2 debiasing-neural-networks 2 debiasing 2 convolutional-neural-networks 2 confusion-loss 2 cnn 2 variational-autoencoder 1 vae 1 skin-tone-detection 1 pytorch 1 db-vae 1 icml-2022 1 icml 1 domain-generalization 1