Asim Ukaye

According to our database, Asim Ukaye authored at least 6 papers between 2022 and 2026.

Collaborative distances:

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

2026

Data-Free Client Contribution Estimation via Logit Maximization for Federated Learning.

Asim Ukaye, Nurbek Tastan, Mubarak G. Abdu-Aguye, Karthik Nandakumar

CoRR, May, 2026

Data-Free Contribution Estimation in Federated Learning using Gradient von Neumann Entropy.

Asim Ukaye, Mubarak G. Abdu-Aguye, Nurbek Tastan, Karthik Nandakumar

CoRR, April, 2026

2025

FIVA: Federated Inverse Variance Averaging for Universal CT Segmentation with Uncertainty Estimation.

Asim Ukaye, Numan Saeed, Karthik Nandakumar

Proceedings of the Machine Learning for Healthcare Conference (MLHC 2025), 2025

2024

Introducing SDICE: An Index for Assessing Diversity of Synthetic Medical Datasets.

Mohammed Talha Alam, Raza Imam, Mohammad Areeb Qazi, Asim Ukaye, Karthik Nandakumar

Proceedings of the 35th British Machine Vision Conference Workshop Proceedings, 2024

2023

UniLVSeg: Unified Left Ventricular Segmentation with Sparsely Annotated Echocardiogram Videos through Self-Supervised Temporal Masking and Weakly Supervised Training.

Fadillah A. Maani, Asim Ukaye, Nada Saadi, Numan Saeed, Mohammad Yaqub

CoRR, 2023

2022

Leveraging the HW/SW Optimizations and Ecosystems that Drive the AI Revolution.

Humberto Carvalho, Pavel Zaykov, Asim Ukaye

CoRR, 2022