Vitaliy Kinakh

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 18

Top Topics

Learned Knowledge

Diffusion Model

Top Venues

Astron. Comput.

Publications

Mariia Drozdova, Vitaliy Kinakh, Omkar Bait, Olga Taran, Erica Lastufka, Miroslava Dessauges-Zavadsky, Taras Holotyak, Daniel Schaerer, Slava Voloshynovskiy
Radio-astronomical Image Reconstruction with Conditional Denoising Diffusion Model. CoRR (2024)
Francesco P. Ramunno, Stefan Hackstein, Vitaliy Kinakh, Mariia Drozdova, Guillaume Quétant, André Csillaghy, Sviatoslav Voloshynovskiy
Solar synthetic imaging: Introducing denoising diffusion probabilistic models on SDO/AIA data. CoRR (2024)
Vitaliy Kinakh, Yury Belousov, Guillaume Quétant, Mariia Drozdova, Taras Holotyak, Daniel Schaerer, Slava Voloshynovskiy
Hubble Meets Webb: Image-to-Image Translation in Astronomy. Sensors 24 (4) (2024)
Vitaliy Kinakh, Mariia Drozdova, Slava Voloshynovskiy
MV-MR: Multi-Views and Multi-Representations for Self-Supervised Learning and Knowledge Distillation. Entropy 26 (6) (2024)
Yury Belousov, Olga Taran, Vitaliy Kinakh, Slava Voloshynovskiy
Stochastic Digital Twin for Copy Detection Patterns. CoRR (2023)
Stefan Hackstein, Vitaliy Kinakh, C. Bailer, Martin Melchior
Evaluation metrics for galaxy image generators. Astron. Comput. 42 (2023)
Vitaliy Kinakh, Mariia Drozdova, Slava Voloshynovskiy
MV-MR: multi-views and multi-representations for self-supervised learning and knowledge distillation. CoRR (2023)
Guillaume Quétant, Yury Belousov, Vitaliy Kinakh, Slava Voloshynovskiy
TURBO: The Swiss Knife of Auto-Encoders. CoRR (2023)
Guillaume Quétant, Yury Belousov, Vitaliy Kinakh, Slava Voloshynovskiy
TURBO: The Swiss Knife of Auto-Encoders. Entropy 25 (10) (2023)
Yury Belousov, Olga Taran, Vitaliy Kinakh, Slava Voloshynovskiy
Stochastic Digital Twin for Copy Detection Patterns. WIFS (2023)
Shideh Rezaeifar, Slava Voloshynovskiy, Meisam Asgari Jirhandeh, Vitaliy Kinakh
Privacy-Preserving Image Template Sharing Using Contrastive Learning. Entropy 24 (5) (2022)
Guillaume Quétant, Mariia Drozdova, Vitaliy Kinakh, Tobias Golling, Slava Voloshynovskiy
Turbo-Sim: a generalised generative model with a physical latent space. CoRR (2021)
Vitaliy Kinakh, Olga Taran, Svyatoslav Voloshynovskiy
ScatSimCLR: self-supervised contrastive learning with pretext task regularization for small-scale datasets. ICCVW (2021)
Mariia Drozdova, Vitaliy Kinakh, Guillaume Quétant, Tobias Golling, Slava Voloshynovskiy
Generation of data on discontinuous manifolds via continuous stochastic non-invertible networks. CoRR (2021)
Vitaliy Kinakh, Olga Taran, Svyatoslav Voloshynovskiy
ScatSimCLR: self-supervised contrastive learning with pretext task regularization for small-scale datasets. CoRR (2021)
Vitaliy Kinakh, Mariia Drozdova, Guillaume Quétant, Tobias Golling, Slava Voloshynovskiy
Information-theoretic stochastic contrastive conditional GAN: InfoSCC-GAN. CoRR (2021)
Vitaliy Kinakh, Tomohiro Oda, Rostyslav Bun
Algorithms for Analysis of Geolocation Error of Nightlight Satellite Data and Greenhouse Gas Data Calculated on Their Basis. CSIT (1) (2020)
Vitaliy Kinakh, Rostyslav Bun, Olha Danylo
Geoinformation technology of analysis and vizualization of spatial data on greenhouse gas emissions using Google Earth Engine. CSIT (1) (2017)