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2020 – today
- 2023
[j1]Ece Isik-Polat
, Gorkem Polat, Altan Koçyigit:
ARFED: Attack-Resistant Federated averaging based on outlier elimination. Future Gener. Comput. Syst. 141: 626-650 (2023)- 2022
- [i3]Ece Isik-Polat, Gorkem Polat, Altan Koçyigit, Alptekin Temizel:
Evaluation and Analysis of Different Aggregation and Hyperparameter Selection Methods for Federated Brain Tumor Segmentation. CoRR abs/2202.08261 (2022) - [i2]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:
Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge. CoRR abs/2202.12031 (2022) - 2021
- [c2]Ece Isik-Polat, Gorkem Polat, Altan Koçyigit, Alptekin Temizel:
Evaluation and Analysis of Different Aggregation and Hyperparameter Selection Methods for Federated Brain Tumor Segmentation. BrainLes@MICCAI (2) 2021: 405-419 - [c1]Gorkem Polat, Ece Isik-Polat, Kerem Kayabay, Alptekin Temizel:
Polyp Detection in Colonoscopy Images using DeepLearning and Bootstrap Aggregation. EndoCV@ISBI 2021: 90-100 - [i1]Ece Isik-Polat, Gorkem Polat, Altan Koçyigit:
BARFED: Byzantine Attack-Resistant Federated Averaging Based on Outlier Elimination. CoRR abs/2111.04550 (2021)
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