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Ugur Demir
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Patch-based image inpainting with generative adversarial networks
U Demir, G Unal
arXiv preprint arXiv:1803.07422, 2018
4392018
Generative adversarial training for MRA image synthesis using multi-contrast MRI
S Olut, YH Sahin, U Demir, G Unal
PRedictive Intelligence in MEdicine: First International Workshop, PRIME …, 2018
932018
Tinyvirat: Low-resolution video action recognition
U Demir, YS Rawat, M Shah
2020 25th international conference on pattern recognition (ICPR), 7387-7394, 2021
612021
Gabriella: An online system for real-time activity detection in untrimmed security videos
MN Rizve, U Demir, P Tirupattur, AJ Rana, K Duarte, IR Dave, YS Rawat, ...
2020 25th International Conference on Pattern Recognition (ICPR), 4237-4244, 2021
232021
Transformer based generative adversarial network for liver segmentation
U Demir, Z Zhang, B Wang, M Antalek, E Keles, D Jha, A Borhani, ...
International Conference on Image Analysis and Processing, 340-347, 2022
162022
Diffusion MRI spatial super-resolution using generative adversarial networks
E Albay, U Demir, G Unal
PRedictive Intelligence in MEdicine: First International Workshop, PRIME …, 2018
152018
Information bottleneck attribution for visual explanations of diagnosis and prognosis
U Demir, I Irmakci, E Keles, A Topcu, Z Xu, C Spampinato, ...
Machine Learning in Medical Imaging: 12th International Workshop, MLMI 2021 …, 2021
122021
Deep stacked networks with residual polishing for image inpainting
U Demir, G Unal
arXiv preprint arXiv:1801.00289, 2017
102017
Domain generalization with correlated style uncertainty
Z Zhang, B Wang, D Jha, U Demir, U Bagci
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024
92024
Ensuring trustworthy medical artificial intelligence through ethical and philosophical principles
D Jha, A Rauniyar, A Srivastava, DH Hagos, NK Tomar, V Sharma, ...
arXiv preprint arXiv:2304.11530, 2023
92023
Domain generalization with adversarial intensity attack for medical image segmentation
Z Zhang, B Wang, L Yao, U Demir, D Jha, IB Turkbey, B Gong, U Bagci
arXiv preprint arXiv:2304.02720, 2023
92023
An Online System for Real-Time Activity Detection in Untrimmed Surveillance Videos.
AJ Rana, P Tirupattur, MN Rizve, K Duarte, U Demir, YS Rawat, M Shah
TRECVID, 2019
92019
Inpainting by deep autoencoders using an advisor network
U Demir, G Ünal
2017 25th Signal Processing and Communications Applications Conference (SIU …, 2017
82017
Radiomics boosts deep learning model for IPMN classification
L Yao, Z Zhang, U Demir, E Keles, C Vendrami, E Agarunov, C Bolan, ...
International Workshop on Machine Learning in Medical Imaging, 134-143, 2023
72023
Turkish lira banknotes classification using deep convolutional neural networks
GÛ Baykal, U Demir, I Shyti, G Ünal
2018 26th Signal Processing and Communications Applications Conference (SIU …, 2018
72018
A Face Recognition Based Multiplayer Mobile Game Application
U Demir, E Ghaleb, HK Ekenel
Artificial Intelligence Applications and Innovations: 10th IFIP WG 12.5 …, 2014
42014
Explainable transformer prototypes for medical diagnoses
U Demir, D Jha, Z Zhang, E Keles, B Allen, AK Katsaggelos, U Bagci
2024 IEEE International Symposium on Biomedical Imaging (ISBI), 1-5, 2024
12024
Building Blocks of AI
U Bagci, I Irmakci, U Demir, E Keles
AI in Clinical Medicine: A Practical Guide for Healthcare Professionals, 56-65, 2023
12023
541: DEEP LEARNING MODELS IN THE CLASSIFICATION OF INTRADUCTAL PAPILLARY MUCINOUS NEOPLASMS WITH VISUAL EXPLANATION METHODS TO HIGHLIGHT AREAS OF INTEREST FOR ALGORITHM …
MM Engels, S Hoogenboom, U Demir, T Pattilachan, JE Van Hooft, Y Bi, ...
Gastroenterology 162 (7), S-127-S-128, 2022
2022
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Artikler 1–19