4 citations · 4 across the 2 of their papers we have counts for
2 papers
cs.CV2022★ 4 cited
Self-mentoring: a new deep learning pipeline to train a self-supervised U-net for few-shot learning of bio-artificial capsule segmentation
Arnaud Deleruyelle, Cristian Versari, John Klein
Background: Accurate segmentation of microscopic structures such as bio-artificial capsules in microscopy imaging is a prerequisite to the computer-aided understanding of important…
stat.ML2022
SODA: Self-organizing data augmentation in deep neural networks -- Application to biomedical image segmentation tasks
Arnaud Deleruyelle, John Klein, Cristian Versari
In practice, data augmentation is assigned a predefined budget in terms of newly created samples per epoch. When using several types of data augmentation, the budget is usually uni…