Vera Soboleva

According to our database, Vera Soboleva authored at least 7 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

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, July, 2025

T-LoRA: Single Image Diffusion Model Customization Without Overfitting.

Vera Soboleva, Aibek Alanov, Andrey Kuznetsov, Konstantin Sobolev

CoRR, July, 2025

Beyond Fine-Tuning: A Systematic Study of Sampling Techniques in Personalized Image Generation.

Vera Soboleva, Maksim Nakhodnov, Aibek Alanov

CoRR, February, 2025

2024

Group and Shuffle: Efficient Structured Orthogonal Parametrization.

Mikhail Gorbunov, Nikolay Yudin, Vera Soboleva, Aibek Alanov, Alexey Naumov, Maxim Rakhuba

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

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

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022

CLEF: Contrastive Learning of Equivariant Features in CT Images.

Ilya Kuleshov, Mikhail Goncharov, Vera Soboleva

Proceedings of the Fast and Low-Resource Semi-supervised Abdominal Organ Segmentation, 2022

2021

Raindrops on Windshield: Dataset and Lightweight Gradient-Based Detection Algorithm.

Vera Soboleva, Oleg Shipitko

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021