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Author

Mariia Drozdova

Observed names: Drozdova, M., Drozdova, Mariia, M. Drozdova
Observed institution: University of Geneva
ORCID: 0000-0001-6575-4290
Observed ORCID: 0000-0001-6575-4290
OpenAlex ID: A5045768127
Solar synthetic imaging: Introducing denoising diffusion probabilistic models on SDO/AIA data
2024 · F. P. Ramunno, S. Hackstein, et al. · Astronomy and Astrophysics · 10
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Radio-astronomical image reconstruction with a conditional denoising diffusion model
2023 · M. Drozdova, V. Kinakh, et al. · Astronomy and Astrophysics · 8
Turbo-Sim: a generalised generative model with a physical latent space
2021 · Quétant, Guillaume, Drozdova, Mariia, et al. · arXiv (Cornell University) · 8
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Hubble Meets Webb: Image-to-Image Translation in Astronomy
2024 · Vitaliy Kinakh, Yury Belousov, et al. · Sensors · 7
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Self-supervised learning on MeerKAT wide-field continuum images
2024 · E. Lastufka, O. Bait, et al. · Astronomy and Astrophysics · 5
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Examining vision foundation models for classification and detection in optical and radio astronomy
2025 · E. Lastufka, O. Bait, et al. · Astronomy and Astrophysics · 4
MV–MR: Multi-Views and Multi-Representations for Self-Supervised Learning and Knowledge Distillation
2024 · Vitaliy Kinakh, Mariia Drozdova, et al. · Entropy · 4
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Let It Go or Learn to Self-Correct: Continuous Diffusion for Constrained Discrete Tasks
2026 · Drozdova, Mariia, Nguyen, Stéphane Liem, et al. · arXiv (Cornell University)
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Diffusion as a Training Curriculum for Timestep-Free Iterative Reasoning
2026 · Drozdova, Mariia, Sirbu, Aidan, et al. · arXiv (Cornell University)
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Learning Radio Astronomical Representations with LeJEPA and Very Small Models
2026 · Lastufka, Erica, Drozdova, Mariia, et al. · arXiv (Cornell University)
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DINOspec: Efficient Multimodal Alignment of Vision and Spectral Foundation Models for Astronomy
2026 · Lastufka, Erica, Drozdova, Mariia, et al. · arXiv (Cornell University)
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Exploring Image-Text Alignment for Radio Galaxy Morphologies
2026 · Lastufka, Erica, Drozdova, Mariia, et al. · arXiv (Cornell University)
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Can Continuous-Time Diffusion Models Generate and Solve Globally Constrained Discrete Problems? A Study on Sudoku
2026 · Drozdova, Mariia · arXiv (Cornell University)
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Radio Astronomy in the Era of Vision-Language Models: Prompt Sensitivity and Adaptation
2025 · Drozdova, Mariia, Lastufka, Erica, et al. · arXiv (Cornell University)
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Highlights of the HL-LHC physics projections by ATLAS and CMS
2025 · Aad, Georges, Aakvaag, Erlend, et al. · CERN Document Server (European Organization for Nuclear Research)
Measurements of Higgs boson production via gluon–gluon fusion and vector-boson fusion using $H\rightarrow WW^*\rightarrow \ell \nu \ell \nu $ decays in pp collisions with the ATLAS detector and their effective field theory interpretations
2025 · Aad, Georges, Aakvaag, Erlend, et al. · DESY Publication Database (PUBDB) (Deutsches Elektronen-Synchrotron)
Semi-Supervised Fine-Tuning of Vision Foundation Models with Content-Style Decomposition
2024 · Drozdova, Mariia, Kinakh, Vitaliy, et al. · arXiv (Cornell University)
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Self-Supervised Learning on MeerKAT Wide-Field Continuum Images
2024 · Lastufka, Erica, Bait, Omkar, et al. · arXiv (Cornell University)
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Solar synthetic imaging: Introducing denoising diffusion probabilistic models on SDO/AIA data
2024 · Ramunno, Francesco P., Hackstein, S., et al. · arXiv (Cornell University)
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Visualizing three years of STIX X-ray flare observations using self-supervised learning
2024 · Mariia Drozdova, Vitaliy Kinakh, et al.
Generation of data on discontinuous manifolds via continuous stochastic non-invertible networks
2021 · Drozdova, Mariia, Kinakh, Vitaliy, et al. · arXiv (Cornell University)
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Works count: 24
Citation count: 46
H-index: 5
I10-index: 1
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