I'm a senior scientist at the Centre for Biomedical Imaging (CIBM), with the main affiliation with the Signal Processing Lab (LTS5) at the Swiss Federal Institute of Technology (EPFL), Lausanne, Switzerland. I'm also affiliated with the Lausanne University Hospital (CHUV), Department of Radiology. I have been elected as a member of the European Lab for Learning & Intelligent Systems (ELLIS). At the CIBM and EPFL-LTS5, I am the computer vision leader for the medical imaging group. Previously, I was a Postdoctoral Researcher at IBM Research-Australia.
EPFL STI IEL LTS5 ELD 231 (Bâtiment ELD) Station 11 CH-1015 Lausanne
My principal research area lies at the intersection of computer vision and medical image analysis using machine learning techniques. I have a strong interest in domain adaptation/generalization and self-supervised learning on learning from limited data or labels, which I consider major avenues for innovation and impact for many vision-based applications. My research's ultimate goal is to develop robust deep image representations that capture and understand the world, as well as our human eye and mind, do.