Kateryna Chumachenko

25 papers A 1B 3Misc 1Journal 15Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Stateful Token Reduction for Long-Video Hybrid VLMs. CoRR Jindong Jiang, Amala Sanjay Deshmukh, Kateryna Chumachenko, Karan Sapra, Zhiding Yu, Guilin Liu, Andrew Tao, Pavlo Molchanov, Jan Kautz, Wonmin Byeon
2025	J	`jnl`	NVIDIA Nemotron Parse 1.1. CoRR Kateryna Chumachenko, Amala Sanjay Deshmukh, Jarno Seppänen, Ilia Karmanov, Chia-Chih Chen, Lukas Voegtle, Philipp Fischer, Marek Wawrzos, Saeid Motiian, Roman Ageev, Kedi Wu, Alexandre Milesi, Maryam Moosaei, Krzysztof Pawelec, Padmavathy Subramanian, Mehrzad Samadi, Xin-Yu Wang, Celina Dear, Sarah Stoddard, Jenna Diamond, Jesse Oliver, Leanna Chraghchian, Patrick Skelly, Tom Balough, Yao Xu, Jane Polak Scowcroft, Daniel Korzekwa, Darragh Hanley, Sandip Bhaskar, Timo Roman, Karan Sapra, Andrew Tao, Bryan Catanzaro
2025	J	`jnl`	Éclair - Extracting Content and Layout with Integrated Reading Order for Documents. CoRR Ilia Karmanov, Amala Sanjay Deshmukh, Lukas Voegtle, Philipp Fischer, Kateryna Chumachenko, Timo Roman, Jarno Seppänen, Jupinder Parmar, Joseph Jennings, Andrew Tao, Karan Sapra
2024	—	`conf`	MMA-DFER: MultiModal Adaptation of unimodal models for Dynamic Facial Expression Recognition in-the-wild. CVPR Workshops Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj
2024	J	`jnl`	MMA-DFER: MultiModal Adaptation of unimodal models for Dynamic Facial Expression Recognition in-the-wild. CoRR Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj
2024	—	`—`	Machine Learning Methods for Heterogeneous Data: Multimodal deep learning and dimensionality reduction. Kateryna Chumachenko
2024	B	`conf`	Uimt: A Framework for Improving Unimodal Inference via Multimodal Training. ICIP Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj
2023	J	`jnl`	Improving Unimodal Inference with Multimodal Transformers. CoRR Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj
2022	J	`jnl`	Feedforward neural networks initialization based on discriminant learning. Neural Networks Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj
2022	—	`conf`	Self-Attention Neural Bag-of-Features. MLSP Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj
2022	J	`jnl`	Self-Attention Neural Bag-of-Features. CoRR Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj
2022	B	`conf`	Self-attention fusion for audiovisual emotion recognition with incomplete data. ICPR Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj
2022	J	`jnl`	Self-attention fusion for audiovisual emotion recognition with incomplete data. CoRR Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj
2022	—	`conf`	Weighted Edit Distance for Country Code Recognition in License Plates. EUSIPCO Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj
2021	Misc	`conf`	Ensembling Object Detectors for Image and Video Data Analysis. ICASSP Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
2021	J	`jnl`	Ensembling object detectors for image and video data analysis. CoRR Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
2021	A	`conf`	Learning to ignore: rethinking attention in CNNs. BMVC Firas Laakom, Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
2021	J	`jnl`	Learning to ignore: rethinking attention in CNNs. CoRR Firas Laakom, Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
2021	J	`jnl`	Speed-up and multi-view extensions to subclass discriminant analysis. Pattern Recognit. Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
2020	B	`conf`	Incremental Fast Subclass Discriminant Analysis. ICIP Kateryna Chumachenko, Jenni Raitoharju, Moncef Gabbouj, Alexandros Iosifidis
2020	J	`jnl`	Incremental Fast Subclass Discriminant Analysis. CoRR Kateryna Chumachenko, Jenni Raitoharju, Moncef Gabbouj, Alexandros Iosifidis
2020	J	`jnl`	Machine Learning Based Analysis of Finnish World War II Photographers. IEEE Access Kateryna Chumachenko, Anssi Männistö, Alexandros Iosifidis, Jenni Raitoharju
2020	—	`conf`	Robust Fast Subclass Discriminant Analysis. EUSIPCO Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj
2019	J	`jnl`	Machine Learning Based Analysis of Finnish World War II Photographers. CoRR Kateryna Chumachenko, Anssi Männistö, Alexandros Iosifidis, Jenni Raitoharju
2019	J	`jnl`	Speed-up and multi-view extensions to Subclass Discriminant Analysis. CoRR Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj