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2020 – today
- 2024
[j4]Reece Walsh, Islam I. Osman, Omar Abdelaziz
, Mohamed S. Shehata:
Fully Self-Supervised Out-of-Domain Few-Shot Learning with Masked Autoencoders. J. Imaging 10(1): 23 (2024)- [i3]Islam I. Osman, Mohamed S. Shehata:
Lifelong Learning Using a Dynamically Growing Tree of Sub-networks for Domain Generalization in Video Object Segmentation. CoRR abs/2405.19525 (2024) - [i2]Ahmed Radwan, Islam I. Osman, Mohamed S. Shehata:
Universal Medical Imaging Model for Domain Generalization with Data Privacy. CoRR abs/2407.14719 (2024) - [i1]Anubhav Gupta, Islam I. Osman, Mohamed S. Shehata, W. John Braun:
MedMAE: A Self-Supervised Backbone for Medical Imaging Tasks. CoRR abs/2407.14784 (2024) - 2023
- [j3]Islam I. Osman, Mohamed S. Shehata:
Few-Shot Learning Network for Out-of-Distribution Image Classification. IEEE Trans. Artif. Intell. 4(6): 1579-1591 (2023) - [j2]Reece Walsh, Islam I. Osman, Mohamed S. Shehata:
Masked Embedding Modeling With Rapid Domain Adjustment for Few-Shot Image Classification. IEEE Trans. Image Process. 32: 4907-4920 (2023) - [c5]Islam I. Osman, Islam Abdelfattah, Mohamed S. Shehata:
Domain Generalization for Foreground Segmentation Using Federated Learning. ISVC (1) 2023: 251-263 - 2022
- [c4]Islam I. Osman, Mohamed S. Shehata:
Self-supervised Learning for Foreground Segmentation with a Few Amount of Labeled Images Using Transformers. AISI 2022: 14-25 - [c3]Islam I. Osman, Mohamed S. Shehata:
Few-Shot Learning Network for Moving Object Detection Using Exemplar-Based Attention Map. ICIP 2022: 1056-1060 - 2021
- [j1]Islam I. Osman, Agwad ElTantawy, Mohamed S. Shehata:
Task-based parameter isolation for foreground segmentation without catastrophic forgetting using multi-scale region and edges fusion network. Image Vis. Comput. 113: 104248 (2021) - [c2]Islam I. Osman, Mohamed H. Abdelpakey, Mohamed S. Shehata:
TransBlast: Self-Supervised Learning Using Augmented Subspace with Transformer for Background/Foreground Separation. ICCVW 2021: 215-224 - 2020
- [c1]Islam I. Osman, Mohamed S. Shehata:
MODSiam: Moving Object Detection using Siamese Networks. CCECE 2020: 1-6
Coauthor Index
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