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Kateryna Chumachenko
Kateryna Chumachenko
Doctoral Researcher, Tampere University
Verified email at tuni.fi
Title
Cited by
Cited by
Year
Machine Learning Methods for Malware Detection and Classification
K Chumachenko
Kaakkois-Suomen ammattikorkeakoulu, 2017
742017
Self-attention fusion for audiovisual emotion recognition with incomplete data
K Chumachenko, A Iosifidis, M Gabbouj
2022 26th International Conference on Pattern Recognition (ICPR), 2822-2828, 2022
322022
Feedforward neural networks initialization based on discriminant learning
K Chumachenko, A Iosifidis, M Gabbouj
Neural Networks 146, 220-229, 2022
242022
Speed-up and multi-view extensions to Subclass Discriminant Analysis
K Chumachenko, J Raitoharju, A Iosifidis, M Gabbouj
Pattern Recognition, 2021
172021
Machine Learning Based Analysis of Finnish World War II Photographers
K Chumachenko, A Männistö, A Iosifidis, J Raitoharju
IEEE Access 8, 144184-144196, 2020
112020
Ensembling object detectors for image and video data analysis
K Chumachenko, J Raitoharju, A Iosifidis, M Gabbouj
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
52021
Robust Fast Subclass Discriminant Analysis
K Chumachenko, A Iosifidis, M Gabbouj
European Signal Processing Conference (EUSIPCO), 2020
52020
Incremental Fast Subclass Discriminant Analysis
K Chumachenko, J Raitoharju, M Gabbouj, A Iosifidis
International Conference on Image Processing (ICIP), 2020
42020
MMA-DFER: MultiModal Adaptation of unimodal models for Dynamic Facial Expression Recognition in-the-wild
K Chumachenko, A Iosifidis, M Gabbouj
arXiv preprint arXiv:2404.09010, 2024
2024
Object detection and tracking
K Chumachenko, M Gabbouj, A Iosifidis
Deep Learning for Robot Perception and Cognition, 243-278, 2022
2022
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