Polina Druzhinina

According to our database, Polina Druzhinina authored at least 9 papers between 2021 and 2025.

Collaborative distances:

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

2025

I Have Covered All the Bases Here: Interpreting Reasoning Features in Large Language Models via Sparse Autoencoders.

Andrey V. Galichin, Alexey Dontsov, Polina Druzhinina, Anton Razzhigaev, Oleg Y. Rogov, Elena Tutubalina, Ivan V. Oseledets

CoRR, March, 2025

Universal Adversarial Attack on Aligned Multimodal LLMs.

Temurbek Rahmatullaev, Polina Druzhinina, Matvey Mikhalchuk, Andrey Kuznetsov, Anton Razzhigaev

CoRR, February, 2025

LLM-Microscope: Uncovering the Hidden Role of Punctuation in Context Memory of Transformers.

Anton Razzhigaev, Matvey Mikhalchuk, Temurbek Rahmatullaev, Elizaveta Goncharova, Polina Druzhinina, Ivan V. Oseledets, Andrey Kuznetsov

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

Feature-Level Insights into Artificial Text Detection with Sparse Autoencoders.

Kristian Kuznetsov, Laida Kushnareva, Anton Razzhigaev, Polina Druzhinina, Anastasia Voznyuk, Irina Piontkovskaya, Evgeny Burnaev, Serguei Barannikov

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

Negligible effect of brain MRI data preprocessing for tumor segmentation.

Ekaterina Kondrateva, Polina Druzhinina, Alexandra Dalechina, Svetlana Zolotova, Andrey Golanov, Boris Shirokikh, Mikhail Belyaev, Anvar Kurmukov

Biomed. Signal Process. Control., 2024

MEGFormer: Enhancing Speech Decoding from Brain Activity Through Extended Semantic Representations.

Maria Boyko, Polina Druzhinina, Georgii Kormakov, Aleksandra Beliaeva, Maxim Sharaev

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

2023

RheumaVIT: transformer-based model for Automated Scoring of Hand Joints in Rheumatoid Arthritis.

Alexander Stolpovsky, Elizaveta Dakhova, Polina Druzhinina, Polina Postnikova, Daniil Kudinsky, Alexander Smirnov, Anastasia Sukhinina, Alexander Lila, Anvar Kurmukov

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Neglectable effect of brain MRI data prepreprocessing for tumor segmentation.

Ekaterina Kondrateva, Polina Druzhinina, Alexandra Dalechina, Boris Shirokikh, Mikhail Belyaev, Anvar Kurmukov

CoRR, 2022

2021

BRATS2021: Exploring Each Sequence in Multi-modal Input for Baseline U-net Performance.

Polina Druzhinina, Ekaterina Kondrateva, Arseny Bozhenko, Vyacheslav Yarkin, Maxim Sharaev, Anvar Kurmukov

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2021