Search Results for author: Mohammad Shaqfeh

Found 4 papers, 0 papers with code

Unsupervised Anomaly Appraisal of Cleft Faces Using a StyleGAN2-based Model Adaptation Technique

no code implementations12 Nov 2022 Abdullah Hayajneh, Mohammad Shaqfeh, Erchin Serpedin, Mitchell A. Stotland

This paper presents a novel machine learning framework to consistently detect, localize and rate congenital cleft lip anomalies in human faces.

Multi-Task and Transfer Learning for Federated Learning Applications

no code implementations17 Jul 2022 Cihat Keçeci, Mohammad Shaqfeh, Hayat Mbayed, Erchin Serpedin

So, supporting federated learning with meta-learning tools such as multi-task learning and transfer learning will help enlarge the set of potential applications of federated learning by letting clients of different but related tasks share task-agnostic models that can be then further updated and tailored by each individual client for its particular task.

Federated Learning Meta-Learning +1

Utility of Traffic Information in Dynamic Routing: Is Sharing Information Always Useful?

no code implementations11 Mar 2021 Mohammad Shaqfeh, Salah Hessien, Erchin Serpedin

Real-time traffic information can be utilized to enhance the efficiency of transportation networks by dynamically updating routing plans to mitigate traffic jams.

Multiagent Systems

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