17 citations · 36 across the 9 of their papers we have counts for
3 papers · 1 filter
Unsupervised Anomaly Appraisal of Cleft Faces Using a StyleGAN2-based Model Adaptation Technique
Abdullah Hayajneh, Mohammad Shaqfeh, Erchin Serpedin +1
This paper presents a novel machine learning framework to consistently detect, localize and rate congenital cleft lip anomalies in human faces. The goal is to provide a universal,…
Multi-Task and Transfer Learning for Federated Learning Applications
Cihat Keçeci, Mohammad Shaqfeh, Hayat Mbayed +1
Federated learning enables many applications benefiting distributed and private datasets of a large number of potential data-holding clients. However, different clients usually hav…
Clustered Scheduling and Communication Pipelining For Efficient Resource Management Of Wireless Federated Learning
Cihat Keçeci, Mohammad Shaqfeh, Fawaz Al-Qahtani +2
This paper proposes using communication pipelining to enhance the wireless spectrum utilization efficiency and convergence speed of federated learning in mobile edge computing appl…