Kateryna Chumachenko

Self-attention fusion for audiovisual emotion recognition with incomplete data

Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj · 2022 26th International Conference on Pattern Recognition (ICPR) · 2022 · 67 citations

Computing, Computer Science, Computer Vision +16

Feedforward neural networks initialization based on discriminant learning

Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj · Neural Networks · 2021 · 47 citations · Full text

Computing, Computer Science, Artificial Intelligence +16

MMA-DFER: MultiModal Adaptation of unimodal models for Dynamic Facial Expression Recognition in-the-wild

Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj · 2024 · 25 citations

Computing, Computer Science, Computer Vision +13

Speed-up and multi-view extensions to subclass discriminant analysis

Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis et al. · Pattern Recognition · 2020 · 20 citations · Full text

Computing, Computer Science, Data Science +11

Machine Learning Based Analysis of Finnish World War II Photographers

Kateryna Chumachenko, Anssi Männistö, Alexandros Iosifidis et al. · IEEE Access · 2020 · 14 citations · Full text

Computing, Computer Science, Computer Vision +16