Valentin Samokhin

According to our database, Valentin Samokhin authored at least 8 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

M3DA: Benchmark for Unsupervised Domain Adaptation in 3D Medical Image Segmentation.

Boris Shirokikh, Anvar Kurmukov, Maria Donskova, Valentin Samokhin, Mikhail Belyaev, Ivan V. Oseledets

CoRR, February, 2025

2024

The impact of deep learning aid on the workload and interpretation accuracy of radiologists on chest computed tomography: a cross-over reader study.

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

CoRR, 2024

Robust Curve Detection in Volumetric Medical Imaging via Attraction Field.

Farukh Yaushev, Daria Nogina, Valentin Samokhin, Mariya Dugova, Ekaterina Petrash, Dmitry Sevryukov, Mikhail Belyaev, Maxim Pisov

Proceedings of the Shape in Medical Imaging - International Workshop, 2024

Anatomical Positional Embeddings.

Mikhail Goncharov, Valentin Samokhin, Eugenia Soboleva, Roman Sokolov, Boris Shirokikh, Mikhail Belyaev, Anvar Kurmukov, Ivan V. Oseledets

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

The Impact of Deep Learning Aid on the Workload and Interpretation Accuracy of Radiologists on Chest Computed Tomography.

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

Proceedings of 2024 International Conference on Medical Imaging and Computer-Aided Diagnosis, 2024

AIRI at RRG24: LLaVa with specialised encoder and decoder.

Marina Munkhoeva, Dmitry Umerenkov, Valentin Samokhin

Proceedings of the 23rd Workshop on Biomedical Natural Language Processing, 2024

2022

Decentralized Local Stochastic Extra-Gradient for Variational Inequalities.

Aleksandr Beznosikov, Pavel E. Dvurechensky, Anastasia Koloskova, Valentin Samokhin, Sebastian U. Stich, Alexander V. Gasnikov

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2020

Local SGD for Saddle-Point Problems.

Aleksandr Beznosikov, Valentin Samokhin, Alexander V. Gasnikov

CoRR, 2020