Polina Druzhinina

13 papers A* 1Journal 7Unranked 5
YearRankTypeTitle / Venue / Authors
2026 A* conf
I Have Covered All the Bases Here: Interpreting Reasoning Features in Large Language Models via Sparse Autoencoders.
AAAI
Andrey V. Galichin, Alexey Dontsov, Polina Druzhinina, Anton Razzhigaev, Oleg Rogov, Elena Tutubalina, Ivan V. Oseledets
2025 — conf
Feature-Level Insights into Artificial Text Detection with Sparse Autoencoders.
ACL (Findings)
Kristian Kuznetsov, Laida Kushnareva, Anton Razzhigaev, Polina Druzhinina, Anastasia Voznyuk, Irina Piontkovskaya, Evgeny Burnaev, Serguei Barannikov
2025 J jnl
Feature-Level Insights into Artificial Text Detection with Sparse Autoencoders.
CoRR
Kristian Kuznetsov, Laida Kushnareva, Polina Druzhinina, Anton Razzhigaev, Anastasia Voznyuk, Irina Piontkovskaya, Evgeny Burnaev, Serguei Barannikov
2025 J jnl
I Have Covered All the Bases Here: Interpreting Reasoning Features in Large Language Models via Sparse Autoencoders.
CoRR
Andrey V. Galichin, Alexey Dontsov, Polina Druzhinina, Anton Razzhigaev, Oleg Y. Rogov, Elena Tutubalina, Ivan V. Oseledets
2025 — conf
LLM-Microscope: Uncovering the Hidden Role of Punctuation in Context Memory of Transformers.
NAACL (Findings)
Anton Razzhigaev, Matvey Mikhalchuk, Temurbek Rahmatullaev, Elizaveta Goncharova, Polina Druzhinina, Ivan V. Oseledets, Andrey Kuznetsov
2025 J jnl
LLM-Microscope: Uncovering the Hidden Role of Punctuation in Context Memory of Transformers.
CoRR
Anton Razzhigaev, Matvey Mikhalchuk, Temurbek Rahmatullaev, Elizaveta Goncharova, Polina Druzhinina, Ivan V. Oseledets, Andrey Kuznetsov
2025 J jnl
MindShift: Analyzing Language Models' Reactions to Psychological Prompts.
CoRR
Anton Vasiliuk, Irina Abdullaeva, Polina Druzhinina, Anton Razzhigaev, Andrey Kuznetsov
2025 J jnl
Universal Adversarial Attack on Aligned Multimodal LLMs.
CoRR
Temurbek Rahmatullaev, Polina Druzhinina, Matvey Mikhalchuk, Andrey Kuznetsov, Anton Razzhigaev
2024 — conf
MEGFormer: Enhancing Speech Decoding from Brain Activity Through Extended Semantic Representations.
MICCAI (2)
Maria Boyko, Polina Druzhinina, Georgii Kormakov, Aleksandra Beliaeva, Maxim Sharaev
2024 J jnl
Negligible effect of brain MRI data preprocessing for tumor segmentation.
Biomed. Signal Process. Control.
Ekaterina Kondrateva, Polina Druzhinina, Alexandra Dalechina, Svetlana Zolotova, Andrey Golanov, Boris Shirokikh, Mikhail Belyaev, Anvar Kurmukov
2023 — conf
RheumaVIT: transformer-based model for Automated Scoring of Hand Joints in Rheumatoid Arthritis.
ICCV (Workshops)
Alexander Stolpovsky, Elizaveta Dakhova, Polina Druzhinina, Polina Postnikova, Daniil Kudinsky, Alexander Smirnov, Anastasia Sukhinina, Alexander Lila, Anvar Kurmukov
2022 J jnl
Neglectable effect of brain MRI data prepreprocessing for tumor segmentation.
CoRR
Ekaterina Kondrateva, Polina Druzhinina, Alexandra Dalechina, Boris Shirokikh, Mikhail Belyaev, Anvar Kurmukov
2021 — conf
BRATS2021: Exploring Each Sequence in Multi-modal Input for Baseline U-net Performance.
BrainLes@MICCAI (1)
Polina Druzhinina, Ekaterina Kondrateva, Arseny Bozhenko, Vyacheslav Yarkin, Maxim Sharaev, Anvar Kurmukov