I am a 1st year PhD Student at Warsaw University of Technology. The PhD programme is financed by Microsoft Research Cambridge.
My research revolves around 3D human animation and reconstruction in partial information and low-shot regime. My interests include computer graphics and application of machine learning methods in common 3D algorithms.
PhD (unfinished) with thesis "3D Shape Reconstruction of Objects in the Scene", 2020
Wrocław University of Science and Technology
MSc in Computer Science with Data Science specialization, 2019
Wrocław University of Science and Technology
BSc in Computer Science, 2018
Wrocław University of Science and Technology
We present a new method that learns Constructive Solid Geometry (CSG) operations that operates on Signed Distance Field representation of 2D/3D shapes. The method discovers these operations without any supervision.
We present a new classification deep learning model for American Sign Language fingerspelling recongition. Our approach relies on multiple, image-phenomena based augmentation methods and modern learning methodology that allowed the model to achieve new state-of-the-art results.