Valentin Samokhin

14 papers A* 1Journal 8Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Distributed saddle point problems: lower bounds, near-optimal and robust algorithms.
Optim. Methods Softw.
Aleksandr Beznosikov, Valentin Samokhin, Alexander V. Gasnikov
2025 J jnl
M3DA: Benchmark for Unsupervised Domain Adaptation in 3D Medical Image Segmentation.
CoRR
Boris Shirokikh, Anvar Kurmukov, Maria Donskova, Valentin Samokhin, Mikhail Belyaev, Ivan V. Oseledets
2025 — conf
Random Direct Preference Optimization for Radiography Report Generation.
MedAGI
Valentin Samokhin, Boris Shirokikh, Mikhail Goncharov, Dmitriy Umerenkov, Maksim Bobrin, Ivan V. Oseledets, Dmitry V. Dylov, Mikhail Belyaev
2025 J jnl
Random Direct Preference Optimization for Radiography Report Generation.
CoRR
Valentin Samokhin, Boris Shirokikh, Mikhail Goncharov, Dmitriy Umerenkov, Maksim Bobrin, Ivan V. Oseledets, Dmitry V. Dylov, Mikhail Belyaev
2024 — conf
AIRI at RRG24: LLaVa with specialised encoder and decoder.
BioNLP@ACL
Marina Munkhoeva, Dmitry Umerenkov, Valentin Samokhin
2024 — conf
Anatomical Positional Embeddings.
MICCAI (10)
Mikhail Goncharov, Valentin Samokhin, Eugenia Soboleva, Roman Sokolov, Boris Shirokikh, Mikhail Belyaev, Anvar Kurmukov, Ivan V. Oseledets
2024 J jnl
Anatomical Positional Embeddings.
CoRR
Mikhail Goncharov, Valentin Samokhin, Eugenia Soboleva, Roman Sokolov, Boris Shirokikh, Mikhail Belyaev, Anvar Kurmukov, Ivan V. Oseledets
2024 — conf
Robust Curve Detection in Volumetric Medical Imaging via Attraction Field.
ShapeMI@MICCAI
Farukh Yaushev, Daria Nogina, Valentin Samokhin, Mariya Dugova, Ekaterina Petrash, Dmitry Sevryukov, Mikhail Belyaev, Maxim Pisov
2024 J jnl
Robust Curve Detection in Volumetric Medical Imaging via Attraction Field.
CoRR
Farukh Yaushev, Daria Nogina, Valentin Samokhin, Mariya Dugova, Ekaterina Petrash, Dmitry Sevryukov, Mikhail Belyaev, Maxim Pisov
2024 — conf
The Impact of Deep Learning Aid on the Workload and Interpretation Accuracy of Radiologists on Chest Computed Tomography.
MICAD
Anvar Kurmukov, Valeria Chernina, Regina Gareeva, Maria Dugova, Ekaterina Petrash, Olga Aleshina, Maxim Pisov, Boris Shirokikh, Valentin Samokhin, Vladislav Proskurov, Stanislav Shimovolos, Maria Basova, Mikhail Goncharov, Eugenia Soboleva, Maria Donskova, Farukh Yaushev, Alexey Shevtsov, Alexey Zakharov, Talgat Saparov, Victor Gombolevskiy, Mikhail Belyaev
2024 J jnl
The impact of deep learning aid on the workload and interpretation accuracy of radiologists on chest computed tomography: a cross-over reader study.
CoRR
Anvar Kurmukov, Valeria Chernina, Regina Gareeva, Maria Dugova, Ekaterina Petrash, Olga Aleshina, Maxim Pisov, Boris Shirokikh, Valentin Samokhin, Vladislav Proskurov, Stanislav Shimovolos, Maria Basova, Mikhail Goncahrov, Eugenia Soboleva, Maria Donskova, Farukh Yaushev, Alexey Shevtsov, Alexey Zakharov, Talgat Saparov, Victor Gombolevskiy, Mikhail Belyaev
2022 A* conf
Decentralized Local Stochastic Extra-Gradient for Variational Inequalities.
NeurIPS
Aleksandr Beznosikov, Pavel E. Dvurechensky, Anastasia Koloskova, Valentin Samokhin, Sebastian U. Stich, Alexander V. Gasnikov
2021 J jnl
Decentralized Local Stochastic Extra-Gradient for Variational Inequalities.
CoRR
Aleksandr Beznosikov, Pavel E. Dvurechensky, Anastasia Koloskova, Valentin Samokhin, Sebastian U. Stich, Alexander V. Gasnikov
2020 J jnl
Local SGD for Saddle-Point Problems.
CoRR
Aleksandr Beznosikov, Valentin Samokhin, Alexander V. Gasnikov