Dmitry V. Dylov
Dmitry V. Dylov
Associate Professor, Computational Imaging Group
Bestätigte E-Mail-Adresse bei
Zitiert von
Zitiert von
Nonlinear self-filtering of noisy images via dynamical stochastic resonance
DV Dylov, JW Fleischer
Nature Photonics 4 (5), 323-328, 2010
Photonic plasma instabilities and soliton turbulence in spatially incoherent light
DV Dylov, JW Fleischer
Localized States in Physics: Solitons and Patterns, 17-39, 2010
Anomaly detection in Medical Imaging with Deep Perceptual Autoencoders
N Tuluptceva, B Bakker, I Fedulova, H Schulz, DV Dylov
IEEE Access 9, 118571-118583, 2020
Ion acceleration in a dipole vortex in a laser plasma corona
SV Bulanov, DV Dylov, TZ Esirkepov, FF Kamenets, DV Sokolov
Plasma physics reports 31, 369-381, 2005
Observation of all-optical bump-on-tail instability
DV Dylov, JW Fleischer
Physical review letters 100 (10), 103903, 2008
PyTorch image quality: metrics for image quality assessment
S Kastryulin, J Zakirov, D Prokopenko, DV Dylov
arXiv preprint arXiv:2208.14818, 2022
Diffraction from an edge in a self-focusing medium
W Wan, DV Dylov, C Barsi, JW Fleischer
Optics letters 35 (16), 2819-2821, 2010
Active Learning for Sequence Tagging with Deep Pre-trained Models and Bayesian Uncertainty Estimates
A Shelmanov, D Puzyrev, L Kupriyanova, D Belyakov, D Larionov, ...
European Chapter of the Association for Computational Linguistics, 1698-1712, 2021
Optical mapping-validated machine learning improves atrial fibrillation driver detection by multi-electrode mapping
AM Zolotarev, BJ Hansen, EA Ivanova, KM Helfrich, N Li, PML Janssen, ...
Circulation: Arrhythmia and Electrophysiology 13 (10), e008249, 2020
Microscopy image restoration with deep wiener-kolmogorov filters
V Pronina, F Kokkinos, DV Dylov, S Lefkimmiatis
Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020
Active learning with deep pre-trained models for sequence tagging of clinical and biomedical texts
A Shelmanov, V Liventsev, D Kireev, N Khromov, A Panchenko, ...
2019 IEEE international conference on bioinformatics and biomedicine (BIBM …, 2019
Electron bunch acceleration in the wake wave breaking regime
SV Bulanov, M Yamagiwa, TZ Esirkepov, DV Dylov, FF Kamenets, ...
Plasma physics reports 32, 263-281, 2006
Medical image captioning via generative pretrained transformers
A Selivanov, OY Rogov, D Chesakov, A Shelmanov, I Fedulova, DV Dylov
Scientific Reports 13 (1), 4171, 2023
Avoiding misdiagnosis of Parkinson’s disease with the use of wearable sensors and artificial intelligence
A Talitckii, E Kovalenko, A Anikina, O Zimniakova, M Semenov, E Bril, ...
IEEE Sensors Journal 21 (3), 3738-3747, 2020
Mood 2020: A public benchmark for out-of-distribution detection and localization on medical images
D Zimmerer, PM Full, F Isensee, P Jäger, T Adler, J Petersen, G Köhler, ...
IEEE Transactions on Medical Imaging 41 (10), 2728-2738, 2022
Multiple-stream instabilities and soliton turbulence in photonic plasma
DV Dylov, JW Fleischer
Physical Review A 78 (6), 061804, 2008
Nonlinear focusing and defocusing of partially coherent spatial beams
C Sun, DV Dylov, JW Fleischer
Optics letters 34 (19), 3003-3005, 2009
Spectral dynamics of spatially incoherent modulation instability
C Sun, L Waller, DV Dylov, JW Fleischer
Physical review letters 108 (26), 263902, 2012
Instability-driven recovery of diffused images
DV Dylov, L Waller, JW Fleischer
Optics letters 36 (18), 3711-3713, 2011
Reinforcement learning for suppression of collective activity in oscillatory ensembles
D Krylov, DV Dylov, M Rosenblum
Chaos: An Interdisciplinary Journal of Nonlinear Science 30 (3), 2020
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