Group | Multemedia Systems and Complex Networks |
I am a passionate AI researcher eager to solve real-world problems. I have developed novel algorithms and approaches for guided medical image enhancement and image reconstruction using ideas from state-of-the-art machine learning. I am also experienced in using adversarial frameworks for domain transfer and uncertainty estimation in deep learning models. I am experienced in working with medical imaging data, medical time series and graph data. My current research involves using simulation data for domain generalization.