66 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
9 papers
Post-Train Adaptive U-Net for Image Segmentation
Kostiantyn Khabarlak
Typical neural network architectures used for image segmentation cannot be changed without further training. This is quite limiting as the network might not only be executed on a p…
Dielectric relaxation induced by oxygen vacancies in NaBiTiO ceramics
V. M. Sidak, M. P. Trubitsyn, T. V. Panchenko
Dielectric permittivity was studied in ceramics of relaxor ferroelectric bismuth-sodium titanate NaBiTiO. The measurements were performed on as sintered and h…
Faster Optimization-Based Meta-Learning Adaptation Phase
Kostiantyn Khabarlak
Neural networks require a large amount of annotated data to learn. Meta-learning algorithms propose a way to decrease the number of training samples to only a few. One of the most…
On Boundary Exact Controllability of One-Dimensional Wave Equations with Weak and Strong Interior Degeneration
Peter I. Kogut, Olha P. Kupenko, Günter Leugering
In this paper we study exact boundary controllability for a linear wave equation with strong and weak interior degeneration of the coefficient in the principle part of the elliptic…
Mobile Access Control System Based on RFID Tags And Facial Information
Kostiantyn Khabarlak, Larysa Koriashkina
Better access control system security comes at a higher price. It many cases the price is too high for small companies, leaving them vulnerable with cheap and insecure systems. In…
Fast Facial Landmark Detection and Applications: A Survey
Kostiantyn Khabarlak, Larysa Koriashkina
Dense facial landmark detection is one of the key elements of face processing pipeline. It is used in virtual face reenactment, emotion recognition, driver status tracking, etc. Ea…
Observables for model-independent detections of Z' boson at the ILC
V. Skalozub, I. Kucher
The integral observables for model-independent detections of Abelian Z' gauge boson in e^+ e^- -> mu^+ mu^- (tau^+ τ^-) process with unpolarized beams at the ILC energies are propo…
QCDGPU: open-source package for Monte Carlo lattice simulations on OpenCL-compatible multi-GPU systems
Vadim Demchik, Natalia Kolomoyets
The multi-GPU open-source package QCDGPU for lattice Monte Carlo simulations of pure SU(N) gluodynamics in external magnetic field at finite temperature and O(N) model is developed…
Effective mass of W-boson in a magnetic field
V. V. Skalozub
Simple representation for the average value of the W-boson one-loop polarization tensor in a magnetic field B=const, calculated in the ground state of the tree-level spectrum, is d…