Zobrazeno 1 - 4
of 4
pro vyhledávání: '"Soltany, Milad"'
We address the problem of federated domain generalization in an unsupervised setting for the first time. We first theoretically establish a connection between domain shift and alignment of gradients in unsupervised federated learning and show that al
Externí odkaz:
http://arxiv.org/abs/2405.16304
Autor:
Kazerouni, Amirhossein, Heydarian, Amirhossein, Soltany, Milad, Mohammadshahi, Aida, Omidi, Abbas, Ebadollahi, Saeed
A significant portion of driving hazards is caused by human error and disregard for local driving regulations; Consequently, an intelligent assistance system can be beneficial. This paper proposes a novel vision-based modular package to ensure driver
Externí odkaz:
http://arxiv.org/abs/2303.16710
HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation
Autor:
Heidari, Moein, Kazerouni, Amirhossein, Soltany, Milad, Azad, Reza, Aghdam, Ehsan Khodapanah, Cohen-Adad, Julien, Merhof, Dorit
Publikováno v:
WACV 2023
Convolutional neural networks (CNNs) have been the consensus for medical image segmentation tasks. However, they suffer from the limitation in modeling long-range dependencies and spatial correlations due to the nature of convolution operation. Altho
Externí odkaz:
http://arxiv.org/abs/2207.08518
Publikováno v:
Advanced Materials Research; November 2011, Vol. 403 Issue: 1 p3959-3964, 6p
