Український Католицький Університет, 2017 — 2019
MSc in Data Science

Національний університет імені Івана Франка, 2013 – 2017
BSc in Geometry & Topology, GPA: 5.0/5.0

Let’s Enhance, ML Researcher, 2018 – Present

ELEKS, Junior Data Scientist, 2017 – 2018

Assistant, Faculty of Applied Sciences, Ukrainian Catholic University, 2016 – 2018

DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better, 2019 (paper|code)
O. Kupyn, T. Martyniuk, J. Wu, Zh. Wang
arxiv preprint, accepted to ICCV

Multi-task learning for image restoration, 2019 (paper|code)
T. Martyniuk
Master Thesis at UCU

Kuratowski monoids of n-topological spaces, 2015 (paper)
T. Banakh, O. Chervak, T. Martynyuk, M. Pylypovych, A. Ravsky, M. Simkiv
Topological Algebra and its Applications