Mariia Drozdova

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 9

Top Topics

Acquire Knowledge

Image Reconstruction

Top Venues

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)
Vitaliy Kinakh, Mariia Drozdova, Slava Voloshynovskiy
MV-MR: multi-views and multi-representations for self-supervised learning and knowledge distillation. CoRR (2023)
Guillaume Quétant, Mariia Drozdova, Vitaliy Kinakh, Tobias Golling, Slava Voloshynovskiy
Turbo-Sim: a generalised generative model with a physical latent space. CoRR (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, Mariia Drozdova, Guillaume Quétant, Tobias Golling, Slava Voloshynovskiy
Information-theoretic stochastic contrastive conditional GAN: InfoSCC-GAN. CoRR (2021)
Mariia Drozdova, Anton Broilovskiy, Andrey Ustyuzhanin, Denys Malyshev
A study of Neural networks point source extraction on simulated Fermi/LAT Telescope images. CoRR (2020)