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Sequence Models for Drone vs Bird Classification


Jul 21, 2022
Fatih Cagatay Akyon, Erdem Akagunduz, Sinan Onur Altinuc, Alptekin Temizel

* Submitted to AVSS 2022 

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


Feb 16, 2022
Ece Isik-Polat, Gorkem Polat, Altan Kocyigit, Alptekin Temizel

* MICCAI 2021, Brain Lesion Workshop 

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Slicing Aided Hyper Inference and Fine-tuning for Small Object Detection


Feb 15, 2022
Fatih Cagatay Akyon, Sinan Onur Altinuc, Alptekin Temizel

* Submitted to ICIP 2022, 5 pages, 4 figures, 2 tables 

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Class Distance Weighted Cross-Entropy Loss for Ulcerative Colitis Severity Estimation


Feb 09, 2022
Gorkem Polat, Ilkay Ergenc, Haluk Tarik Kani, Yesim Ozen Alahdab, Ozlen Atug, Alptekin Temizel

* 11 pages, 2 figures 

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Automated question generation and question answering from Turkish texts using text-to-text transformers


Nov 21, 2021
Fatih Cagatay Akyon, Devrim Cavusoglu, Cemil Cengiz, Sinan Onur Altinuc, Alptekin Temizel

* 10 pages, 3 figures, 7 tables 

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Imperceptible Adversarial Examples by Spatial Chroma-Shift


Sep 02, 2021
Ayberk Aydin, Deniz Sen, Berat Tuna Karli, Oguz Hanoglu, Alptekin Temizel

* 10 pages, 5 figures. Accepted to International Workshop on Adversarial Learning for Multimedia, ACM Multimedia 2021 

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Generative Data Augmentation for Vehicle Detection in Aerial Images


Dec 09, 2020
Hilmi Kumdakcı, Cihan Öngün, Alptekin Temizel

* Workshop on Analysis of Aerial Motion Imagery (WAAMI 2020) in conjunction with 25th International Conference on Pattern Recognition (ICPR 2020) 

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A translational pathway of deep learning methods in GastroIntestinal Endoscopy


Oct 12, 2020
Sharib Ali, Mariia Dmitrieva, Noha Ghatwary, Sophia Bano, Gorkem Polat, Alptekin Temizel, Adrian Krenzer, Amar Hekalo, Yun Bo Guo, Bogdan Matuszewski, Mourad Gridach, Irina Voiculescu, Vishnusai Yoganand, Arnav Chavan, Aryan Raj, Nhan T. Nguyen, Dat Q. Tran, Le Duy Huynh, Nicolas Boutry, Shahadate Rezvy, Haijian Chen, Yoon Ho Choi, Anand Subramanian, Velmurugan Balasubramanian, Xiaohong W. Gao, Hongyu Hu, Yusheng Liao, Danail Stoyanov, Christian Daul, Stefano Realdon, Renato Cannizzaro, Dominique Lamarque, Terry Tran-Nguyen, Adam Bailey, Barbara Braden, James East, Jens Rittscher

* 30 pages 

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