Islam I. Osman

16 papers B 2Journal 9Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	MedDChest: A Content-Aware Multimodal Foundational Vision Model for Thoracic Imaging. CoRR Mahmoud Soliman, Islam I. Osman, Mohamed S. Shehata, Rasika Rajapakshe
2025	J	`jnl`	MedMAE: A Self-Supervised Backbone for Medical Imaging Tasks. Comput. Anubhav Gupta, Islam I. Osman, Mohamed S. Shehata, W. John Braun, Rebecca E. Feldman
2024	—	`conf`	BgSub: A Background Subtraction Model for Effective Moving Object Detection. ACCV Workshops (1) Islam I. Osman, Mohamed S. Shehata
2024	J	`jnl`	Fully Self-Supervised Out-of-Domain Few-Shot Learning with Masked Autoencoders. J. Imaging Reece Walsh, Islam I. Osman, Omar Abdelaziz, Mohamed S. Shehata
2024	B	`conf`	Learn By An Example Transformer For Domain Generalization In Video Object Segmentation. ICIP Islam I. Osman, Mohamed S. Shehata
2024	J	`jnl`	Lifelong Learning Using a Dynamically Growing Tree of Sub-networks for Domain Generalization in Video Object Segmentation. CoRR Islam I. Osman, Mohamed S. Shehata
2024	J	`jnl`	MedMAE: A Self-Supervised Backbone for Medical Imaging Tasks. CoRR Anubhav Gupta, Islam I. Osman, Mohamed S. Shehata, W. John Braun
2024	J	`jnl`	Universal Medical Imaging Model for Domain Generalization with Data Privacy. CoRR Ahmed Radwan, Islam I. Osman, Mohamed S. Shehata
2023	—	`conf`	Domain Generalization for Foreground Segmentation Using Federated Learning. ISVC (1) Islam I. Osman, Islam Abdelfattah, Mohamed S. Shehata
2023	J	`jnl`	Few-Shot Learning Network for Out-of-Distribution Image Classification. IEEE Trans. Artif. Intell. Islam I. Osman, Mohamed S. Shehata
2023	J	`jnl`	Masked Embedding Modeling With Rapid Domain Adjustment for Few-Shot Image Classification. IEEE Trans. Image Process. Reece Walsh, Islam I. Osman, Mohamed S. Shehata
2022	B	`conf`	Few-Shot Learning Network for Moving Object Detection Using Exemplar-Based Attention Map. ICIP Islam I. Osman, Mohamed S. Shehata
2022	—	`conf`	Self-supervised Learning for Foreground Segmentation with a Few Amount of Labeled Images Using Transformers. AISI Islam I. Osman, Mohamed S. Shehata
2021	J	`jnl`	Task-based parameter isolation for foreground segmentation without catastrophic forgetting using multi-scale region and edges fusion network. Image Vis. Comput. Islam I. Osman, Agwad ElTantawy, Mohamed S. Shehata
2021	—	`conf`	TransBlast: Self-Supervised Learning Using Augmented Subspace with Transformer for Background/Foreground Separation. ICCVW Islam I. Osman, Mohamed H. Abdelpakey, Mohamed S. Shehata
2020	—	`conf`	MODSiam: Moving Object Detection using Siamese Networks. CCECE Islam I. Osman, Mohamed S. Shehata