Publications

Improving the Computer-Aided Estimation of Ulcerative Colitis Severity According to Endoscopic Mayo Score by Using Regression-Based Deep Learning Gorkem Polat, H.T. Kani, I. Ergenc, Y.O. Alahdab, Alptekin Temizel, O. Atug (2022)

Cycle-Spinning Convolution for Object Detection Ulku Uzun, Alptekin Temizel IEEE Access vol. 10 (2022)

Automated question generation and question answering from Turkish texts using text-to-text transformers F.C. Akyon, D. Cavusoglu, C. Cengiz, S.O. Altinuc, Alptekin Temizel. Turkish Journal of Electrical Engineering Computer Sciences (2022)


Evaluation of Ulcerative Colitis Endoscopic Mayo Score with Artificial Intelligence. H.T. Kani, I. Ergenc, G. Polat, Y.O. Alahdab, Alptekin Temizel, O. Atug Endoscopy 54 (2022)

LPMNet: Latent Part Modification and Generation for 3D Point Clouds Cihan Ongun, Alptekin Temizel Computers&Graphics(2021)

Generative Data Augmentation for Vehicle Detection in Aerial Images
Hilmi Kumdakcı, Cihan Öngün, Alptekin Temizel
ICPR 2020, WAAMI

Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy [Paper]
S. Ali, Gorkem Polat, Alptekin Temizel, et al.
Medical Image Analysis (2020)

Endoscopic Artefact Detection with Ensemble of Deep Neural Networks and False Positive Elimination [Paper]
Gorkem Polat, Deniz Sen, Alperen Inci, Alptekin Temizel
Endoscopic Artefact Detection Challenge (EAD2019)


Attack Type Agnostic Perceptual Enhancement of Adversarial Images [Paper]
Bilgin Aksoy, Alptekin Temizel
International Workshop on Adversarial Machine Learning And Security (AMLAS), 2019


Cycle-Spinning GAN for Raindrop Removal from Images [Paper]
Ülkü Uzun, Alptekin Temizel
Advanced Video and Signal Based Surveillance (AVSS), 2019


Paired 3D Model Generation with Conditional Generative Adversarial Networks [Paper]
Cihan Ongun, Alptekin Temizel
3DRW Workshop, European Conference on Computer Vision (ECCV), 2018