Dmitry V. Dylov
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
21
Venues
11
Active years
2019–2025
Best venue rank
A*
Where they publish
Papers
21 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | EMNLP | CLARITY: Clinical Assistant for Routing, Inference, and Triage. | Vladimir Shaposhnikov, Alexandr Nesterov, Ilia Kopanichuk, Ivan Bakulin, Egor Zhelvakov, Ruslan Abramov, Ekaterina Tsapieva, Iaroslav Bespalov, Dmitry V. Dylov, Ivan V. Oseledets |
| 2025 | IJCAI | AI Diagnostic Assistant (AIDA): A Predictive Model for Diagnoses from Health Records in Clinical Decision Support Systems. | Dmitriy Umerenkov, Alexandr Nesterov, Vladimir Shaposhnikov, Ruslan Abramov, Nikolay Romanenko, Vladimir Kokh, Marina Kirina, Anton Abrosimov, Dmitry V. Dylov, Ivan V. Oseledets |
| 2025 | KDD | ComputAgeBench: Epigenetic Aging Clocks Benchmark. | Dmitrii Kriukov, Evgeniy Efimov, Ekaterina Kuzmina, Anastasiia Dudkovskaia, Ekaterina E. Khrameeva, Dmitry V. Dylov |
| 2025 | KDD | Neurophysiologically Realistic Environment for Comparing Adaptive Deep Brain Stimulation Algorithms in Parkinson's Disease. | Ekaterina Kuzmina, Dmitrii Kriukov, Mikhail Lebedev, Dmitry V. Dylov |
| 2025 | MICCAI | Random Direct Preference Optimization for Radiography Report Generation. | Valentin Samokhin, Boris Shirokikh, Mikhail Goncharov, Dmitriy Umerenkov, Maksim Bobrin, Ivan V. Oseledets, Dmitry V. Dylov, Mikhail Belyaev |
| 2024 | MICCAI | Centerline-Diameters Data Structure for Interactive Segmentation of Tube-Shaped Objects. | Ilyas Sirazitdinov, Dmitry V. Dylov |
| 2023 | AIST | DeepLOC: Deep Learning-Based Bone Pathology Localization and Classification in Wrist X-Ray Images. | Razan Dibo, Andrey V. Galichin, Pavel Astashev, Dmitry V. Dylov, Oleg Y. Rogov |
| 2022 | COLT | Strong Gaussian Approximation for the Sum of Random Vectors. | Nazar Buzun, Nikolay Shvetsov, Dmitry V. Dylov |
| 2022 | MICCAI | Autofocusing+: Noise-Resilient Motion Correction in Magnetic Resonance Imaging. | Ekaterina Kuzmina, Artem Razumov, Oleg Y. Rogov, Elfar Adalsteinsson, Jacob White, Dmitry V. Dylov |
| 2022 | MICCAI | Optimal MRI Undersampling Patterns for Pathology Localization. | Artem Razumov, Oleg Y. Rogov, Dmitry V. Dylov |
| 2022 | MICCAI | Bi-directional Encoding for Explicit Centerline Segmentation by Fully-Convolutional Networks. | Ilyas Sirazitdinov, Axel Saalbach, Heinrich Schulz, Dmitry V. Dylov |
| 2022 | MICCAI | Feather-Light Fourier Domain Adaptation in Magnetic Resonance Imaging. | Ivan Zakazov, Vladimir Shaposhnikov, Iaroslav Bespalov, Dmitry V. Dylov |
| 2021 | EACL | Active Learning for Sequence Tagging with Deep Pre-trained Models and Bayesian Uncertainty Estimates. | Artem Shelmanov, Dmitry Puzyrev, Lyubov Kupriyanova, Denis Belyakov, Daniil Larionov, Nikita Khromov, Olga Kozlova, Ekaterina Artemova, Dmitry V. Dylov, Alexander Panchenko |
| 2021 | MICCAI | Towards Ultrafast MRI via Extreme k-Space Undersampling and Superresolution. | Aleksandr Belov, Jol Valentin Stadelmann, Sergey Kastryulin, Dmitry V. Dylov |
| 2020 | ECCV | Microscopy Image Restoration with Deep Wiener-Kolmogorov Filters. | Valeriya Pronina, Filippos Kokkinos, Dmitry V. Dylov, Stamatios Lefkimmiatis |
| 2020 | ICARCV | Near-Infrared-to-Visible Vein Imaging via Convolutional Neural Networks and Reinforcement Learning. | Vito M. Leli, Aleksandr Rubashevskii, Aleksandr Sarachakov, Oleg Rogov, Dmitry V. Dylov |
| 2020 | IJCAI | Reinforcement Learning Framework for Deep Brain Stimulation Study. | Dmitrii Krylov, Remi Tachet des Combes, Romain Laroche, Michael Rosenblum, Dmitry V. Dylov |
| 2020 | MICCAI | Deep Learning for Non-invasive Cortical Potential Imaging. | Alexandra Razorenova, Nikolay B. Yavich, Mikhail S. Malovichko, Maxim V. Fedorov, Nikolay A. Koshev, Dmitry V. Dylov |
| 2020 | SSDBM | Unsupervised non-parametric change point detection in electrocardiography. | Nikolay Shvetsov, Nazar Buzun, Dmitry V. Dylov |
| 2019 | ICANN | Deep Text Prior: Weakly Supervised Learning for Assertion Classification. | Vadim Liventsev, Irina Fedulova, Dmitry V. Dylov |
| 2019 | MICCAI | Unpaired Synthetic Image Generation in Radiology Using GANs. | Denis Prokopenko, Jol Valentin Stadelmann, Heinrich Schulz, Steffen Renisch, Dmitry V. Dylov |