Hi! I’m Nikita Durasov, a PhD student at(🇨🇭) where I work under supervision of Professor at on problems connected with Deep Learning (🤖) and Computer Vision (👁).
Previously, I was a research scientist atand worked under supervision of at . I did my bachelors at (🇷🇺) with a degree in Applied Math jointly studying at .
I'm broadly interested in improving interpretability and robustness of modern deep learning models through uncertainty quantification and bayesian methods.
As a result I'm also curious about new approaches to active learning, bayesian optimization and other data-efficient techiques for different domains.
Mostly, my research is focused on computer vision and image processing tasks but isn't limited to them. Occasionally, I'm trying to wrap my head around natural language processing and reinforcement learning.