Arnaud Deleruyelle

According to our database, Arnaud Deleruyelle authored at least 4 papers between 2022 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

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

Comput. Biol. Medicine, 2023

2022

Segmentation d'images de microscopie cellulaire par apprentissage profond dans des contextes très peu supervisés. (Segmentation of cellular microscopy images by Deep Learning in very unsupervised contexts).

Arnaud Deleruyelle

PhD thesis, 2022

Self-supervised U-net for few-shot learning of object segmentation in microscopy images.

Arnaud Deleruyelle, Cristian Versari, John Klein

CoRR, 2022

SODA: Self-Organizing Data Augmentation in Deep Neural Networks Application to Biomedical Image Segmentation Tasks.

Arnaud Deleruyelle, John Klein, Cristian Versari

Proceedings of the IEEE International Conference on Acoustics, 2022