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Publications about 'AI Bias and Fairness'
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Nourhan Bayasi,
Fayyad Jamil,
Alceu Bissoto,
Ghassan Hamarneh,
and Rafeef Garbi.
BiasPruner: Debiased Continual Learning for Medical Image Classification.
In Lecture Notes in Computer Science, Medical Image Computing and Computer-Assisted Intervention (MICCAI),
volume 000,
pages 000-000,
2024.
Keyword(s): Classification,
Dermatology,
Machine Learning,
Deep Learning,
Continual Learning,
AI Bias and Fairness.
[bibtex-key = miccai2024a]
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Siyi Du,
Ben Her,
Nourhan Bayasi,
Ghassan Hamarneh,
and Rafeef Garbi.
FairDisCo: Fairer AI in Dermatology via Disentanglement Contrastive Learning.
In European Conference on Computer Vision (ECCV) ISIC Skin Image Analysis Workshop (ECCV ISIC),
pages 185-202,
2022.
Keyword(s): Dermatology,
Color/Multichannel/Vector-valued,
Machine Learning,
Deep Learning,
AI Bias and Fairness,
Classification.
[bibtex-key = eccv_isic2022b]
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Arezou Pakzad,
Kumar Abhishek,
and Ghassan Hamarneh.
CIRCLe: Color Invariant Representation Learning for Unbiased Classification of Skin Lesions.
In European Conference on Computer Vision (ECCV) ISIC Skin Image Analysis Workshop (ECCV ISIC),
pages 203–219,
2022.
Keyword(s): Dermatology,
Color/Multichannel/Vector-valued,
Machine Learning,
Deep Learning,
AI Bias and Fairness,
Classification.
[bibtex-key = eccv_isic2022a]
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Siyi Du,
Ben Her,
Nourhan Bayasi,
Ghassan Hamarneh,
and Rafeef Garbi.
FairDisCo: Fairer AI in Dermatology via Disentanglement Contrastive Learning.
Technical report arXiv:2208.10013,
8 2022.
Keyword(s): Dermatology,
Color/Multichannel/Vector-valued,
Machine Learning,
Deep Learning,
AI Bias and Fairness,
Classification.
[bibtex-key = arxiv:2208.10013]
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Arezou Pakzad,
Kumar Abhishek,
and Ghassan Hamarneh.
CIRCLe: Color Invariant Representation Learning for Unbiased Classification of Skin Lesions.
Technical report arXiv:2208.13528,
8 2022.
Keyword(s): Dermatology,
Color/Multichannel/Vector-valued,
Machine Learning,
Deep Learning,
AI Bias and Fairness,
Classification.
[bibtex-key = arxiv:2208.13528]
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Last modified: Thu Aug 1 12:06:05 2024
Author: hamarneh.
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