Search Results for author: Shayan Siddiqui

Found 2 papers, 1 papers with code

BrainTorrent: A Peer-to-Peer Environment for Decentralized Federated Learning

no code implementations • 16 May 2019 • Abhijit Guha Roy, Shayan Siddiqui, Sebastian Pölsterl, Nassir Navab, Christian Wachinger

A disadvantage of FL is the dependence on a central server, which requires all clients to agree on one trusted central body, and whose failure would disrupt the training process of all clients.

Brain Segmentation Federated Learning

Paper
Add Code

'Squeeze & Excite' Guided Few-Shot Segmentation of Volumetric Images

2 code implementations • 4 Feb 2019 • Abhijit Guha Roy, Shayan Siddiqui, Sebastian Pölsterl, Nassir Navab, Christian Wachinger

This representation is passed on to the segmenter arm that uses this information to segment the new query image.

Few-Shot Learning Image Segmentation +3

Paper
Code

Cannot find the paper you are looking for? You can Submit a new open access paper.