| 2026 | AAAI | MoE^2: A Mixture-of-Mixtures of Experts for Ensemble-Free Domain Generalization. | Ahmed Radwan, Mahmoud Soliman, Omar Abdelaziz, Ahmad Abdel-Qader, Mohamed S. Shehata |
| 2026 | ICPR | FedDG-MoE-NF: Prototypical Normalizing Flow Networks for Federated Domain Generalization. | Omar Abdelaziz, Mahmoud Soliman, Ahmed Radwan, Ahmed Elgazwy, Mohamed S. Shehata |
| 2026 | ICPR | MetaMoA: Top-Down Dynamic Guidance for Parameter-Efficient Domain Generalization. | Mahmoud Soliman, Ahmed Radwan, Omar Abdelaziz, Mohamed S. Shehata |
| 2025 | AICCSA | STTATrack: Enhancing One-Stream Single Object Tracking via Score Temporal Token Attention. | Omar Abdelaziz, Mahmoud Soliman, Ahmed Elgazwy, Mohamed S. Shehata |
| 2025 | AICCSA | Decoupling Tracking and Segmentation: Introducing VOST for Efficient Video Object Segmentation. | Islam I. Osman, Mohamed S. Shehata |
| 2025 | IWCMC | Mutli-Level Autoencoder: Deep Learning Based Channel Coding and Modulation. | Ahmad Abdel-Qader, Anas Chaaban, Mohamed S. Shehata |
| 2024 | ACCV | BgSub: A Background Subtraction Model for Effective Moving Object Detection. | Islam I. Osman, Mohamed S. Shehata |
| 2024 | ICIP | Learn By An Example Transformer For Domain Generalization In Video Object Segmentation. | Islam I. Osman, Mohamed S. Shehata |
| 2024 | ISVC | MEM: Mask Enhancement Model for Video Object Segmentation. | Islam Abdelfattah, Mohamed S. Shehata |
| 2023 | ISVC | Domain Generalization for Foreground Segmentation Using Federated Learning. | Islam I. Osman, Islam Abdelfattah, Mohamed S. Shehata |
| 2023 | ISVC | Regularized Meta-Training with Embedding Mixup for Improved Few-Shot Learning. | Reece Walsh, Mohamed S. Shehata |
| 2022 | ICIP | Few-Shot Learning Network for Moving Object Detection Using Exemplar-Based Attention Map. | Islam I. Osman, Mohamed S. Shehata |
| 2019 | CBMS | Detecting Relative Changes in Circulating Blood Volume using Ultrasound and Simulation. | Javad Rahimipour Anaraki, Saeed Samet, Mohamed S. Shehata, Kris Aubrey-Bassler, Ebrahim Karami, Saba Samet, Andrew Smith |
| 2019 | ISVC | DomainSiam: Domain-Aware Siamese Network for Visual Object Tracking. | Mohamed H. Abdelpakey, Mohamed S. Shehata |
| 2018 | ISVC | DensSiam: End-to-End Densely-Siamese Network with Self-Attention Model for Object Tracking. | Mohamed H. Abdelpakey, Mohamed S. Shehata, Mostafa M. Mohamed |
| 2017 | PIMRC | Delay analysis for drone-based vehicular Ad-Hoc Networks. | Hafez Seliem, Mohamed Hossam Ahmed, Reza Shahidi, Mohamed S. Shehata |
| 2016 | ICPR | StableFlow: A novel real-time method for digital video stabilization. | Abdelrahman Ahmed, Mohamed S. Shehata |
| 2016 | ICPR | A novel method for segmenting moving objects in aerial imagery using matrix recovery and physical spring model. | Agwad ElTantawy, Mohamed S. Shehata |
| 2015 | ICIP | Moving object detection from moving platforms using Lagrange multiplier. | Agwad ElTantawy, Mohamed S. Shehata |
| 2015 | ISVC | UT-MARO: Unscented Transformation and Matrix Rank Optimization for Moving Objects Detection in Aerial Imagery. | Agwad ElTantawy, Mohamed S. Shehata |
| 2015 | IVCNZ | Feasibility of a semi-automated approach to grading point of care ultrasound image generation skills. | Zizui Chen, Mohamed S. Shehata, Minglun Gong, Heather Carnahan, Adam Dubrowski, Andrew J. Smith |