Noam Elata

About Me

I am a Ph.D. Student in the Electric and Computer Engineering faculty at the Technion, researching computer vision and machine learning under the supervision of Prof. Michael Elad and Prof. Tomer Michaeli. I am interested in generative models and theoretical deep learning, focusing most of my recent work on diffusion models.

Prior to my Ph.D. studies, I recieved my B.Sc., summa cum laude, in computer engineering from Technion. During my studies, I have worked as a computer vision engineer at Mobileye.

Publications

2024

Bahjat Kawar*, Noam Elata*, Tomer Michaeli, Michael Elad GSURE-Based Diffusion Model Training with Corrupted Data TMLR 2024, in Transactions on Machine Learning Research. [code]

Noam Elata, Bahjat Kawar, Tomer Michaeli, Michael Elad Nested Diffusion Processes for Anytime Image Generation WACV 2024, in The IEEE/CVF Winter Conference on Applications of Computer Vision. [webpage] [code] [space]