22 citations · 26 across the 3 of their papers we have counts for
3 papers
Deep learning-based blind image super-resolution with iterative kernel reconstruction and noise estimation
Hasan F. Ates, Suleyman Yildirim, Bahadir K. Gunturk
Blind single image super-resolution (SISR) is a challenging task in image processing due to the ill-posed nature of the inverse problem. Complex degradations present in real life i…
Harfang3D Dog-Fight Sandbox: A Reinforcement Learning Research Platform for the Customized Control Tasks of Fighter Aircrafts
Muhammed Murat Özbek, Süleyman Yıldırım, Muhammet Aksoy +2
The advent of deep learning (DL) gave rise to significant breakthroughs in Reinforcement Learning (RL) research. Deep Reinforcement Learning (DRL) algorithms have reached super-hum…
Process Knowledge Driven Change Point Detection for Automated Calibration of Discrete Event Simulation Models Using Machine Learning
Suleyman Yildirim, Alper Ekrem Murat, Murat Yildirim +1
Initial development and subsequent calibration of discrete event simulation models for complex systems require accurate identification of dynamically changing process characteristi…