Evgeny’s current research focuses on the development of new algorithms in machine learning and artificial intelligence such as deep networks for an approximation of physical models, generative modeling, and manifold learning, with applications to computer vision and 3D reconstruction, neurovisualization. The results are published in top computer science conferences (ICML, ICLR, NeurIPS, CVPR, ICCV, and ECCV) and journals.

Prof. Burnaev was a co-organizer of Machine Learning Summer School (MLSS) in 2019 and of
Summer School of Machine Learning (SMILES) in 2020, with top-lecturers and participants from all over the world.