|
I am a Ph.D. student at the University of Tübingen in the Autonomous Vision Group, led by Prof. Andreas Geiger. Previously, I worked as a Research Engineer at Yandex Autonomous Vechicle (2024-2025) and Samsung AI Center (2022-2024). I completed my Master's in Data Science at a joint program between The National Research University Higher School of Economics (HSE) and Skolkovo Institute of Science and Technology (Skoltech). My research interests lie in the fields of computer vision, computer graphics and machine learning. I am particularly interested in 3D reconstruction and novel view synthesis. Email / Google Scholar / Github
Selected papers* denotes equal contribution |
|
|
Polina Karpikova*, Daniil Selikhanovych*, Kirill Struminsky*, Ruslan Musaev, Maria Golitsyna, Dmitry Baranchuk under review Arxiv Driving scene reconstruction with car replacement by retrieval and relighting. |
|
Polina Karpikova, Andrei Spiridonov, Anna Vorontsova, Anastasia Yaschenko, Ekaterina Radionova, Igor Medvedev, Alexander Limonov ICIP, 2024 Paper Undistortion and head pose editing with identity preservation by blending depth-based warping and 3D GAN generation. |
|
Polina Karpikova*, Ekaterina Radionova*, Anastasia Yaschenko*, Andrei Spiridonov*, Leonid Kostyushko, Riccardo Fabbricatore, Aleksei Ivakhnenko CVPR, 2023 Project page / Paper Early exit strategy for image synthesis, dynamically routing the computational flow towards the needed exit in accordance to input complexity. |
|
|