Faris Almalik

According to our database, Faris Almalik authored at least 4 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Probing the Efficacy of Federated Parameter-Efficient Fine-Tuning of Vision Transformers for Medical Image Classification.

Naif Alkhunaizi, Faris Almalik, Rouqaiah Al-Refai, Muzammal Naseer, Karthik Nandakumar

CoRR, 2024

2023

FeSViBS: Federated Split Learning of Vision Transformer with Block Sampling.

Faris Almalik, Naif Alkhunaizi, Ibrahim Almakky, Karthik Nandakumar

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

FedSIS: Federated Split Learning with Intermediate Representation Sampling for Privacy-preserving Generalized Face Presentation Attack Detection.

Naif Alkhunaizi, Koushik Srivatsan, Faris Almalik, Ibrahim Almakky, Karthik Nandakumar

Proceedings of the IEEE International Joint Conference on Biometrics, 2023

2022

Self-Ensembling Vision Transformer (SEViT) for Robust Medical Image Classification.

Faris Almalik, Mohammad Yaqub, Karthik Nandakumar

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022