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cs.CV2025
Uncertainty-Aware Domain Adaptation for Vitiligo Segmentation in Clinical Photographs
Wentao Jiang, Vamsi Varra, Caitlin Perez-Stable +3
Accurately quantifying vitiligo extent in routine clinical photographs is crucial for longitudinal monitoring of treatment response. We propose a trustworthy, frequency-aware segme…
cs.LG2025
Recurrent Memory for Online Interdomain Gaussian Processes
Wenlong Chen, Naoki Kiyohara, Harrison Bo Hua Zhu +3
We propose a novel online Gaussian process (GP) model that is capable of capturing long-term memory in sequential data in an online learning setting. Our model, Online HiPPO Sparse…