Raindrops on Windshield: Dataset and Lightweight Gradient-Based Detection Algorithm. - Vera Soboleva; Oleg Shipitko (SSCI, 2021)

CLEF: Contrastive Learning of Equivariant Features in CT Images. - Ilya Kuleshov; Mikhail Goncharov; Vera Soboleva (FLARE@MICCAI, 2022)

vox2vec: A Framework for Self-supervised Contrastive Learning of Voxel-Level Representations in Medical Images. - Mikhail Goncharov; Vera Soboleva; Anvar Kurmukov; Maxim Pisov; Mikhail Belyaev (MICCAI (1), 2023)

Group and Shuffle: Efficient Structured Orthogonal Parametrization. - Mikhail Gorbunov; Nikolay Yudin; Vera Soboleva; Aibek Alanov; Alexey Naumov; Maxim Rakhuba (NeurIPS, 2024)

Beyond Fine-Tuning: A Systematic Study of Sampling Techniques in Personalized Image Generation. - Vera Soboleva; Maksim Nakhodnov; Aibek Alanov (CoRR, 2025)

T-LoRA: Single Image Diffusion Model Customization Without Overfitting. - Vera Soboleva; Aibek Alanov; Andrey Kuznetsov; Konstantin Sobolev (CoRR, 2025)

RiemannLoRA: A Unified Riemannian Framework for Ambiguity-Free LoRA Optimization. - Vladimir Bogachev; Vladimir Aletov; Alexander Molozhavenko; Denis Bobkov; Vera Soboleva; Aibek Alanov; Maxim Rakhuba (CoRR, 2025)