Ece Isik-Polat

According to our database, Ece Isik-Polat authored at least 5 papers between 2021 and 2023.

Collaborative distances:

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

2023

ARFED: Attack-Resistant Federated averaging based on outlier elimination.

Ece Isik-Polat, Gorkem Polat, Altan Koçyigit

Future Gener. Comput. Syst., April, 2023

2022

Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge.

Sharib Ali, Noha M. Ghatwary, Debesh Jha, Ece Isik-Polat, Gorkem Polat, Chen Yang, Wuyang Li, Adrian Galdran, Miguel Ángel González Ballester, Vajira Thambawita, Steven Hicks, Sahadev Poudel, Sang-Woong Lee, Ziyi Jin, Tianyuan Gan, ChengHui Yu, Jiangpeng Yan, Doyeob Yeo, Hyunseok Lee, Nikhil Kumar Tomar, Mahmood Haithami, Amr Ahmed, Michael A. Riegler, Christian Daul, Pål Halvorsen, Jens Rittscher, Osama E. Salem, Dominique Lamarque, Renato Cannizzaro, Stefano Realdon, Thomas de Lange, James E. East

CoRR, 2022

2021

BARFED: Byzantine Attack-Resistant Federated Averaging Based on Outlier Elimination.

Ece Isik-Polat, Gorkem Polat, Altan Koçyigit

CoRR, 2021

Polyp Detection in Colonoscopy Images using DeepLearning and Bootstrap Aggregation.

Gorkem Polat, Ece Isik-Polat, Kerem Kayabay, Alptekin Temizel

Proceedings of the 3rd International Workshop and Challenge on Computer Vision in Endoscopy (EndoCV 2021) co-located with with the 18th IEEE International Symposium on Biomedical Imaging (ISBI 2021), 2021

Evaluation and Analysis of Different Aggregation and Hyperparameter Selection Methods for Federated Brain Tumor Segmentation.

Ece Isik-Polat, Gorkem Polat, Altan Koçyigit, Alptekin Temizel

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2021