OpenReview
.net
OpenReview
.net
Login
OpenReview
.net
Login
Mohamed S. Shehata
Full Professor, CS, University of British Columbia
Joined
July 2019
Names
Mohamed S. Shehata
(Preferred)
,
Mohamed Shehata
,
Mohamed Sami Shehata
Emails
****@mun.ca
(Confirmed)
,
****@ubc.ca
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
Full Professor
CS,
University of British Columbia
(ubc.ca)
2024
–
Present
Associate Professor
ECE,
Memorial University of Newfoundland
(mun.ca)
2013
–
2019
PhD student
ECE,
University of Calgary
(ucalgary.ca)
2001
–
2005
Advisors, Relations & Conflicts
PhD Advisor
Armin Eberlien
2001
–
2005
Expertise
Deep Learning
2013
–
2020
Computer Vision
2004
–
2020
Publications
Class-Conditional Domain Alignment via Kernel Cauchy-Schwarz Mutual Information
Ahmad Abdel-Qader
,
Anas Chaaban
,
Ahmed Mostafa Soliman Radwan
,
Omar Abdelaziz
,
Mahmoud Soliman
,
Mohamed S. Shehata
Submitted to ICLR 2026
Readers:
Everyone
Fedpartwhole: federated domain generalization via consistent part-whole hierarchies
Ahmed Radwan
,
Mohamed S. Shehata
Pattern Anal. Appl. 2025
Readers:
Everyone
DMTrack: learning deformable masked visual representations for single object tracking
Omar Abdelaziz
,
Mohamed S. Shehata
OpenReview Archive Direct Upload
Readers:
Everyone
A Novel Bounding Box Regression Method for Single Object Tracking
Omar Abdelaziz
,
Mohamed S. Shehata
OpenReview Archive Direct Upload
Readers:
Everyone
Integrating lightweight convolutional neural network with entropy-informed channel attention and adaptive spatial attention for OCT-based retinal disease classification
Md. Rayhan Ahmed
,
Mohamed S. Shehata
,
Patricia Lasserre
Comput. Biol. Medicine 2025
Readers:
Everyone
Evaluating few-shot and contrastive learning methods for code clone detection
Mohamad Khajezade
,
Fatemeh H. Fard
,
Mohamed S. Shehata
Empir. Softw. Eng. 2024
Readers:
Everyone
Lifelong Learning Using a Dynamically Growing Tree of Sub-networks for Domain Generalization in Video Object Segmentation
Islam I. Osman
,
Mohamed S. Shehata
CoRR 2024
Readers:
Everyone
Beyond Traditional Single Object Tracking: A Survey
Omar Abdelaziz
,
Mohamed S. Shehata
,
Mohamed Mohamed
CoRR 2024
Readers:
Everyone
MedMAE: A Self-Supervised Backbone for Medical Imaging Tasks
Anubhav Gupta
,
Islam I. Osman
,
Mohamed S. Shehata
,
W. John Braun
CoRR 2024
Readers:
Everyone
Universal Medical Imaging Model for Domain Generalization with Data Privacy
Ahmed Radwan
,
Islam I. Osman
,
Mohamed S. Shehata
CoRR 2024
Readers:
Everyone
View all 97 publications
Co-Authors
A. Aydin Alatan
Abbas S. Milani
Abdelrahman Ahmed
Abdelrahman Eldesokey
Abderrazak Abdaoui
Abel González-García
Acil Abdel Naby
Adam B. Noel
Adam Dubrowski
Agwad ElTantawy
Ahmad Abdel-Qader
Ahmad Radmanesh
Ahmed Badawy
Ahmed Mostafa Soliman Radwan
Ahmed Radwan
Aladine Chetouani
Alan Lukezic
Ales Leonardis
Alessandro Bruno
Alfredo Petrosino
Alireza Memarmoghadam
Alireza Radmanesh
Anas Chaaban
Andrea Vedaldi
Andreas Robinson
View all 338 co-authors