Local SGD for Saddle-Point Problems. - Aleksandr Beznosikov; Valentin Samokhin; Alexander V. Gasnikov (CoRR, 2020)

Decentralized Local Stochastic Extra-Gradient for Variational Inequalities. - Aleksandr Beznosikov; Pavel E. Dvurechensky; Anastasia Koloskova; Valentin Samokhin; Sebastian U. Stich; Alexander V. Gasnikov (NeurIPS, 2022)

AIRI at RRG24: LLaVa with specialised encoder and decoder. - Marina Munkhoeva; Dmitry Umerenkov; Valentin Samokhin (BioNLP@ACL, 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; et al. (MICAD, 2024)

Anatomical Positional Embeddings. - Mikhail Goncharov; Valentin Samokhin; Eugenia Soboleva; Roman Sokolov; Boris Shirokikh; Mikhail Belyaev; Anvar Kurmukov; Ivan V. Oseledets (MICCAI (10), 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 (ShapeMI@MICCAI, 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; et al. (CoRR, 2024)

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, 2025)