Sergey Nesteruk

Joined

June 2023

Names

Sergey Nesteruk (Preferred)

Emails

****@skoltech.ru (Confirmed)

Personal Links

Career & Education History

PhD student

Skolkovo Institute of Science and Technology (skolkovotech.ru)

2020 – 2024

Advisors, Relations & Conflicts

No relations added

Expertise

image augmentation

,

data collection

,

few-shot learning

,

computer vision

,

vision-language

Present

Publications

MineralImage5k: A benchmark for zero-shot raw mineral visual recognition and description
Sergey Nesteruk, Julia Agafonova, Igor Pavlov, Maxim Gerasimov, Nikolay Latyshev, Denis Dimitrov, Andrey Vladimirovich Kuznetsov, Artur Kadurin, Pavel Plechov
- Published: 01 Jan 2023, Last Modified: 06 Nov 2023
- Comput. Geosci. 2023
- Readers: Everyone
Enabling Multi-Part Plant Segmentation with Instance-Level Augmentation Using Weak Annotations
Semen Mukhamadiev, Sergey Nesteruk, Svetlana Illarionova, Andrey Somov
- Inf. 2023
- Readers: Everyone
Discrete Spectral Sensing System for Separation of Polyolefin Waste Plastics
Andrey Pimenov, Sergey Nesteruk, Nadezhda Mikhailova, Anton Stepanov, Natalia Sliusar, Vladimir Korotaev, Anna Baldycheva, Andrey Somov
- ETFA 2023
- Readers: Everyone
PseudoAugment: Enabling Smart Checkout Adoption for New Classes Without Human Annotation
Sergey Nesteruk, Svetlana Illarionova, Ilya Zherebzov, Claire Traweek, Nadezhda Mikhailova, Andrey Somov, Ivan V. Oseledets
- IEEE Access 2023
- Readers: Everyone
Apple Tree Health Recognition Through the Application of Transfer Learning for UAV Imagery
Liubov Dolgaia, Svetlana Illarionova, Sergey Nesteruk, Ivan Krivolapov, Anna Baldycheva, Andrey Somov, Dmitrii Shadrin
- ETFA 2023
- Readers: Everyone
RusTitW: Russian Language Text Dataset for Visual Text in-the-Wild Recognition
Igor Markov, Sergey Nesteruk, Andrey Kuznetsov, Denis Dimitrov
- Published: 01 Jan 2023, Last Modified: 06 Nov 2023
- CoRR 2023
- Readers: Everyone
Transfer Learning for Few-Shot Plants Recognition: Antarctic Station Greenhouse Use-Case
Liliya Lemikhova, Sergey Nesteruk, Andrey Somov
- ISIE 2022
- Readers: Everyone
XtremeAugment: Getting More From Your Data Through Combination of Image Collection and Image Augmentation
Sergey Nesteruk, Svetlana Illarionova, Timur Akhtyamov, Dmitrii Shadrin, Andrey Somov, Mariia Pukalchik, Ivan V. Oseledets
- IEEE Access 2022
- Readers: Everyone
Image Augmentation for Multitask Few-Shot Learning: Agricultural Domain Use-Case
Sergey Nesteruk, Dmitrii Shadrin, Mariia Pukalchik
- CoRR 2021
- Readers: Everyone
Object-Based Augmentation for Building Semantic Segmentation: Ventura and Santa Rosa Case Study
Svetlana Illarionova, Sergey Nesteruk, Dmitrii Shadrin, Vladimir Ignatiev, Mariia Pukalchik, Ivan V. Oseledets
- ICCVW 2021
- Readers: Everyone

View all 14 publications

Co-Authors

View all 33 co-authors