Search Results for author: Matthis Maillard

Found 2 papers, 0 papers with code

A deep residual learning implementation of Metamorphosis

no code implementations1 Feb 2022 Matthis Maillard, Anton François, Joan Glaunès, Isabelle Bloch, Pietro Gori

In medical imaging, most of the image registration methods implicitly assume a one-to-one correspondence between the source and target images (i. e., diffeomorphism).

Image Registration

Knowledge distillation from multi-modal to mono-modal segmentation networks

no code implementations17 Jun 2021 Minhao Hu, Matthis Maillard, Ya zhang, Tommaso Ciceri, Giammarco La Barbera, Isabelle Bloch, Pietro Gori

In this paper, we propose KD-Net, a framework to transfer knowledge from a trained multi-modal network (teacher) to a mono-modal one (student).

Brain Tumor Segmentation Image Segmentation +3

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