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Ilia Semenkov
Researcher, Centre for Bioelectric Interfaces, Higher School of Economics
PhD student, School of Data Analysis and Artificial Intelligence, Higher School of Economics
Joined
April 2023
Names
Ilia Semenkov
(Preferred)
,
Illya Semenkov
,
Ilya Semenkov
Emails
****@gmail.com
(Confirmed)
,
****@hse.ru
(Confirmed)
,
****@airi.net
(Confirmed)
Personal Links
Google Scholar
DBLP
ORCID
Career & Education History
Researcher
Centre for Bioelectric Interfaces,
Higher School of Economics
(hse.ru)
2023
–
Present
PhD student
School of Data Analysis and Artificial Intelligence,
Higher School of Economics
(hse.ru)
2021
–
Present
Researcher
AIRI
(airi.net)
2021
–
2024
Advisors, Relations & Conflicts
Coworker
Daria Kleeva
2023
–
Present
Coauthor
Ekaterina Voloshina
2023
–
Present
Coauthor
Anna Komissarenko
2023
–
Present
Coauthor
Anastasia Cheveleva
2023
–
Present
Coauthor
Oleg Serikov
2023
–
Present
Coworker
Alex Ossadtchi
2021
–
Present
Coworker
Nikita Fedosov
2021
–
Present
Coworker
Ilya Makarov
2021
–
Present
Coworker
Daria Makeeva
2024
–
2024
Coworker
Alexey Voskoboinikov
2024
–
2024
Coworker
Pavel Rudych
2023
–
2024
Coauthor
Andrey Savchenko
2023
–
2024
Coworker
Nikolay Dagaev
2023
–
2023
Coworker
Aleksei Karpov
2022
–
2023
Coauthor
Egor Ivanovich Ershov
2020
–
2022
Expertise
multimodality
2022
–
Present
machine learning in neuroscience
2021
–
Present
time series
2020
–
Present
computer vision
2019
–
Present
deep learning
2018
–
Present
artificial intelligence
2018
–
Present
interpretability
2018
–
Present
Publications
stLaBraM: Interpretable EEG Foundation Models with Factorized Spatial-Temporal Patch Embedding for Self-Supervised Learning
Zarina Maksudova
,
Denis Shestakov
,
Ilia Semenkov
,
Ilya Makarov
,
Alex Ossadtchi
Submitted to ICLR 2026
Readers:
Everyone
Perceived speech decoding and neurophysiological knowledge mining with explainable AI and non-invasive brain activity recordings
Daria Makeeva
,
Daria Kleeva
,
Alexey Voskoboinikov
,
Ilia Semenkov
,
Alex Ossadtchi
Submitted to ICLR 2025
Readers:
Everyone
EEG-Based fMRI Digital Twin: Towards a Cheap and Ecological Approach to Measure Subcortical Brain Activity
Nikolay Dagaev
,
Ilia Semenkov
,
Alexei Ossadtchi
ECAI 2024
Readers:
Everyone
Inpainting Semantic and Depth Features to Improve Visual Place Recognition in the Wild
Ilia Semenkov
,
Aleksei Karpov
,
Andrey V. Savchenko
,
Ilya Makarov
IEEE Access 2024
Readers:
Everyone
Representational dissimilarity component analysis (ReDisCA)
Alexei Ossadtchi
,
Ilia Semenkov
,
Anna Zhuravleva
,
Vladimir V. Kozunov
,
Oleg Serikov
,
Ekaterina Voloshina
NeuroImage 2024
Readers:
Everyone
Attention-based Models in Self-supervised Monocular Depth Estimation
Kirill Svidovskii
,
Ilia Semenkov
,
Ilya Makarov
Published: 01 Jan 2022, Last Modified: 06 May 2023
SISY 2022
Readers:
Everyone
NTIRE 2022 Challenge on Night Photography Rendering
Egor I. Ershov
,
Alexey Savchik
,
Denis A. Shepelev
,
Nikola Banic
,
Michael S. Brown
,
Radu Timofte
,
Karlo Koscevic
,
Michael Freeman
,
Vasily Tesalin
,
Dmitry Bocharov
,
Illya Semenkov
,
Marko Subasic
,
Sven Loncaric
,
Arseniy P. Terekhin
,
Shuai Liu 009
,
Chaoyu Feng
,
Hao Wang
,
Ran Zhu
,
Yongqiang Li
,
Lei Lei
et al. (47 additional authors not shown)
2022 (modified: 10 Nov 2022)
CVPR Workshops 2022
Readers:
Everyone
Ensemble Techniques for Lazy Classication Based on Pattern Structures
Illya Semenkov
,
Sergei O. Kuznetsov
Published: 01 Jan 2021, Last Modified: 04 May 2023
FCA4AI@IJCAI 2021
Readers:
Everyone
Illumination Estimation Challenge: experience of past two years
Egor I. Ershov
,
Alexey Savchik
,
Illya Semenkov
,
Nikola Banic
,
Karlo Koscevic
,
Marko Subasic
,
Alexander Belokopytov
,
Zhihao Li
,
Arseniy P. Terekhin
,
Daria Senshina
,
Artem Nikonorov
,
Yanlin Qian
,
Marco Buzzelli
,
Riccardo Riva
,
Simone Bianco
,
Raimondo Schettini
,
Sven Loncaric
,
Dmitry P. Nikolaev
2020 (modified: 06 Oct 2021)
CoRR 2020
Readers:
Everyone
The Cube++ Illumination Estimation Dataset
Egor I. Ershov
,
Alexey Savchik
,
Illya Semenkov
,
Nikola Banic
,
Alexander Belokopytov
,
Daria Senshina
,
Karlo Koscevic
,
Marko Subasic
,
Sven Loncaric
Published: 01 Jan 2020, Last Modified: 04 May 2023
IEEE Access 2020
Readers:
Everyone
View all 11 publications
Co-Authors
Akash Uppin
Aleksei Karpov
Alex Ossadtchi
Alexander Belokopytov
Alexei Ossadtchi
Alexey Savchik
Alexey Voskoboinikov
Amogh Joshi
Andrey V. Savchenko
Anna Zhuravleva
Arseniy P. Terekhin
Artem Nikonorov
Baris Özcan
Binbin Song
Chaitra Desai
Chaoyu Feng
Chinmayee Mandi
Chongyi Li
Chunle Guo
Claudio Rota
Daria Kleeva
Daria Makeeva
Daria Senshina
Denis A. Shepelev
Denis Shestakov
View all 89 co-authors