Search Results for author: Farzad Beizaee

Found 2 papers, 1 papers with code

GeoMask3D: Geometrically Informed Mask Selection for Self-Supervised Point Cloud Learning in 3D

no code implementations20 May 2024 Ali Bahri, Moslem Yazdanpanah, Mehrdad Noori, Milad Cheraghalikhani, Gustavo Adolfo Vargas Hakim, David Osowiechi, Farzad Beizaee, Ismail Ben Ayed, Christian Desrosiers

We introduce a pioneering approach to self-supervised learning for point clouds, employing a geometrically informed mask selection strategy called GeoMask3D (GM3D) to boost the efficiency of Masked Auto Encoders (MAE).

Harmonizing Flows: Unsupervised MR harmonization based on normalizing flows

1 code implementation27 Jan 2023 Farzad Beizaee, Christian Desrosiers, Gregory A. Lodygensky, Jose Dolz

In this paper, we propose an unsupervised framework based on normalizing flows that harmonizes MR images to mimic the distribution of the source domain.

MRI segmentation

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