turning-a-blind-eye

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pbevan1 / Detecting-Melanoma-Fairly
Implementation for MICCAI DART paper: 'Detecting Melanoma Fairly: Skin Tone Detection and Debiasing for Skin Lesion Classification'
cnn deep-learning convolutional-neural-networks debiasing dermatology domain-adaptation melanoma-classification melanoma-detection unlearning confusion-loss debiasing-neural-networks gradient-reversal gradient-reversal-layer learning-not-to-learn pytorch turning-a-blind-eye vae variational-autoencoder db-vae skin-tone-detection
Language:Python 17
pbevan1 / Skin-Deep-Unlearning
Implementation for ICML 2022 paper: 'Skin Deep Unlearning: Artefact and Instrument Debiasing in the Context of Melanoma Classification'
deep-learning convolutional-neural-networks cnn melanoma-detection melanoma-classification debiasing debiasing-neural-networks learning-not-to-learn turning-a-blind-eye unlearning dermatology domain-adaptation domain-generalization gradient-reversal gradient-reversal-layer confusion-loss icml icml-2022
Language:Python 6