I am a postdoctoral researcher working with Prof. Eero Simoncelli at the Flatiron Institute. My research focuses on understanding human perception through the lens of information theory. Specifically, my goal is to advance computational vision by deriving theoretical results and developing data-driven computational models that will help elucidate the mechanisms underlying human perception.
Previously, I received a PhD in Computer Science from the Technion—Israel Institute of Technology, where I was advised by Prof. Michael Elad and Prof. Tomer Michaeli. My doctoral research focused on designing image restoration and compression algorithms that are based on generative models, as well as understanding their theoretical limitations. You can download my PhD dissertation from this link.