Behzad Bozorgtabar

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I am 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 am also affiliated with the Lausanne University Hospital (CHUV), Department of Radiology. At the CIBM and EPFL-LTS5, I am the machine learning leader (ML) for the medical imaging group.

My previous role as Post Doctoral Researcher at IBM Research-Australia led to the development of novel deep learning-based medical image analysis methods leading to peer-reviewed scientific articles and patents.

My research interests lie in the general area of machine learning, medical image analysis, and computer vision, particularly in deep representation learning, as well as their applications in domain adaptation and selfsupervised learning. 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. Those representations will form the basic building block of downstream tasks in many vision-based applications.

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