Search Results for author: Minkyu Jeon

Found 3 papers, 2 papers with code

k-SALSA: k-anonymous synthetic averaging of retinal images via local style alignment

1 code implementation20 Mar 2023 Minkyu Jeon, Hyeonjin Park, Hyunwoo J. Kim, Michael Morley, Hyunghoon Cho

While prior works have explored image de-identification strategies based on synthetic averaging of images in other domains (e. g. facial images), existing techniques face difficulty in preserving both privacy and clinical utility in retinal images, as we demonstrate in our work.

De-identification Generative Adversarial Network

SageMix: Saliency-Guided Mixup for Point Clouds

1 code implementation13 Oct 2022 Sanghyeok Lee, Minkyu Jeon, Injae Kim, Yunyang Xiong, Hyunwoo J. Kim

Mixup is a simple and widely-used data augmentation technique that has proven effective in alleviating the problems of overfitting and data scarcity.

3D Part Segmentation 3D Point Cloud Classification +3

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