Professional Summary
I am a Software Engineer at Google working on efficient on-device computing.
I earned my PhD at ETH Zürich in the Photogrammetry and Remote Sensing Lab, supervised by Prof. Dr. Konrad Schindler.
Before moving to Switzerland I completed my masters in Moscow where I graduated with honors from Moscow Institute of Physics and Technology (MIPT) and from Skolkovo Institute of Science and Technology (Skoltech).
I started my expansion towards west with a move to Kazan (where I spent 1 year at Innopolis) from Ekaterinburg (where I grew up and made my first bachelor degree in electrical engineering and graduated with honors from Ural Federal University).
Education
Dr.Sc. Computer Science
2017-10-01 - 2022-11-01
ETH Zurich, Zurich, Switzerland
M.Sc. Data Analysis
2015-09-01 - 2017-06-01
Skoltech, Moscow, Russia
M.Sc. System Programming
2015-09-01 - 2017-06-01
MIPT, Moscow, Russia
B.Sc. Computer Science
2014-09-01 - 2015-06-01
Innopolis, Kazan, Russia
B.Eng. Electrical Engineering
2010-09-01 - 2014-06-01
UrFU, Ekaterinburg, Russia
Interests
Programming
Computer Vision, ML & DL
DIY & Hacking
BJJ
Publications
(2022).
T4DT: Tensorizing Time for Learning Temporal 3D Visual Data.
arXiv preprint arXiv:2208.01421.
(2022).
tntorch: Tensor network learning with PyTorch.
Journal of Machine Learning Research.
(2022).
TT-NF: Tensor Train Neural Fields.
arXiv preprint arXiv:2209.15529.
(2021).
Cherry-Picking Gradients: Learning Low-Rank Embeddings of Visual Data via Differentiable Cross-Approximation.
ICCV2021.
(2021).
PREDATOR: Registration of 3D Point Clouds with Low Overlap.
CVPR2021.
Teaching
I taught the following courses:
Teaching assistant of Prof. Konrad Schindler.
- Image Interpretation, Fall 2017 - 2021 Zürich, Switzerland
Teaching assistant of Prof. Stamatios Lefkimmiatis.
- Signal and Image Processing, Spring 2017, Moscow, Russia
Course instructor.
- Introduction to Deep Learning, May 2017, April 2021, Yerevan, Armenia
- Introduction to Scientific Computing, Fall 2018 - 2025 Zürich, Switzerland