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01/29/2023
Preserving Fairness in AI under Domain Shift
Existing algorithms for ensuring fairness in AI use a single-shot traini...
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11/02/2022
Unsupervised Model Adaptation for Source-free Segmentation of Medical Images
The recent prevalence of deep neural networks has lead semantic segmenta...
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06/23/2021
Secure Domain Adaptation with Multiple Sources
Multi-source unsupervised domain adaptation (MUDA) is a recently explore...
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01/02/2021
Privacy Preserving Domain Adaptation for Semantic Segmentation of Medical Images
Convolutional neural networks (CNNs) have led to significant improvement...
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09/26/2020