Kateryna Chumachenko

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 19

Top Topics

Incomplete Data

Expression Recognition

Discriminant Analysis

Top Venues

Pattern Recognit.

Publications

Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj
MMA-DFER: MultiModal Adaptation of unimodal models for Dynamic Facial Expression Recognition in-the-wild. CoRR (2024)
Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj
Improving Unimodal Inference with Multimodal Transformers. CoRR (2023)
Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj
Self-attention fusion for audiovisual emotion recognition with incomplete data. ICPR (2022)
Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj
Self-attention fusion for audiovisual emotion recognition with incomplete data. CoRR (2022)
Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj
Self-Attention Neural Bag-of-Features. MLSP (2022)
Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj
Weighted Edit Distance for Country Code Recognition in License Plates. EUSIPCO (2022)
Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj
Self-Attention Neural Bag-of-Features. CoRR (2022)
Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj
Feedforward neural networks initialization based on discriminant learning. Neural Networks 146 (2022)
Firas Laakom, Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
Learning to ignore: rethinking attention in CNNs. CoRR (2021)
Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
Ensembling object detectors for image and video data analysis. CoRR (2021)
Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
Speed-up and multi-view extensions to subclass discriminant analysis. Pattern Recognit. 111 (2021)
Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
Ensembling Object Detectors for Image and Video Data Analysis. ICASSP (2021)
Firas Laakom, Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
Learning to ignore: rethinking attention in CNNs. BMVC (2021)
Kateryna Chumachenko, Jenni Raitoharju, Moncef Gabbouj, Alexandros Iosifidis
Incremental Fast Subclass Discriminant Analysis. ICIP (2020)
Kateryna Chumachenko, Jenni Raitoharju, Moncef Gabbouj, Alexandros Iosifidis
Incremental Fast Subclass Discriminant Analysis. CoRR (2020)
Kateryna Chumachenko, Anssi Männistö, Alexandros Iosifidis, Jenni Raitoharju
Machine Learning Based Analysis of Finnish World War II Photographers. IEEE Access 8 (2020)
Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj
Robust Fast Subclass Discriminant Analysis. EUSIPCO (2020)
Kateryna Chumachenko, Anssi Männistö, Alexandros Iosifidis, Jenni Raitoharju
Machine Learning Based Analysis of Finnish World War II Photographers. CoRR (2019)
Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
Speed-up and multi-view extensions to Subclass Discriminant Analysis. CoRR (2019)