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ORCIDKateryna Chumachenko
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2020 – today
- 2025
[i11]Ilia Karmanov, Amala Sanjay Deshmukh, Lukas Voegtle, Philipp Fischer, Kateryna Chumachenko, Timo Roman, Jarno Seppänen, Jupinder Parmar, Joseph Jennings, Andrew Tao, Karan Sapra:
Éclair - Extracting Content and Layout with Integrated Reading Order for Documents. CoRR abs/2502.04223 (2025)- [i10]Aaron Blakeman, Aarti Basant, Abhinav Khattar, Adithya Renduchintala, Akhiad Bercovich, Aleksander Ficek, Alexis Bjorlin, Ali Taghibakhshi, Amala Sanjay Deshmukh, Ameya Sunil Mahabaleshwarkar, Andrew Tao, Anna Shors, Ashwath Aithal, Ashwin Poojary, Ayush Dattagupta, Balaram Buddharaju, Bobby Chen, Boris Ginsburg, Boxin Wang, Brandon Norick, Brian Butterfield, Bryan Catanzaro, Carlo del Mundo, Chengyu Dong, Christine Harvey, Christopher Parisien, Dan Su, Daniel Korzekwa, Danny Yin, Daria Gitman, David Mosallanezhad, Deepak Narayanan, Denys Fridman, Dima Rekesh, Ding Ma, Dmytro Pykhtar, Dong Ahn, Duncan Riach, Dusan Stosic, Eileen Long, Elad Segal, Ellie Evans, Eric Chung, Erick Galinkin, Evelina Bakhturina, Ewa Dobrowolska, Fei Jia, Fuxiao Liu, Gargi Prasad, Gerald Shen, Guilin Liu, Guo Chen, Haifeng Qian, Helen Ngo, Hongbin Liu, Hui Li, Igor Gitman, Ilia Karmanov, Ivan Moshkov, Izik Golan, Jan Kautz, Jane Polak Scowcroft, Jared Casper, Jarno Seppänen, Jason Lu, Jason Sewall, Jiaqi Zeng, Jiaxuan You, Jimmy Zhang, Jing Zhang, Jining Huang, Jinze Xue, Jocelyn Huang, Joey Conway, John Kamalu, Jon Barker, Jonathan M. Cohen, Joseph Jennings, Jupinder Parmar, Karan Sapra, Kari Briski, Kateryna Chumachenko, Katherine Luna, Keshav Santhanam, Kezhi Kong, Kirthi Sivamani, Krzysztof Pawelec, Kumar Anik, Kunlun Li, Lawrence McAfee, Leon Derczynski, Lindsey Pavao, Luis Vega, Lukas Voegtle, Maciej Bala, Maer Rodrigues de Melo, Makesh Narsimhan Sreedhar, Marcin Chochowski, Markus Kliegl:
Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models. CoRR abs/2504.03624 (2025) - 2024
- [b1]Kateryna Chumachenko:
Machine Learning Methods for Heterogeneous Data: Multimodal deep learning and dimensionality reduction. University of Tampere, Finland, 2024 - [c9]Kateryna Chumachenko, Alexandros Iosifidis
, Moncef Gabbouj:
MMA-DFER: MultiModal Adaptation of unimodal models for Dynamic Facial Expression Recognition in-the-wild. CVPR Workshops 2024: 4673-4682 - [c8]Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj:
Uimt: A Framework for Improving Unimodal Inference via Multimodal Training. ICIP 2024: 694-700 - [i9]Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj:
MMA-DFER: MultiModal Adaptation of unimodal models for Dynamic Facial Expression Recognition in-the-wild. CoRR abs/2404.09010 (2024) - 2023
- [i8]Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj:
Improving Unimodal Inference with Multimodal Transformers. CoRR abs/2311.10170 (2023) - 2022
- [j3]Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj:
Feedforward neural networks initialization based on discriminant learning. Neural Networks 146: 220-229 (2022) - [c7]Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj:
Weighted Edit Distance for Country Code Recognition in License Plates. EUSIPCO 2022: 1111-1115 - [c6]Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj:
Self-attention fusion for audiovisual emotion recognition with incomplete data. ICPR 2022: 2822-2828 - [c5]Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj:
Self-Attention Neural Bag-of-Features. MLSP 2022: 1-6 - [i7]Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj:
Self-Attention Neural Bag-of-Features. CoRR abs/2201.11092 (2022) - [i6]Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj:
Self-attention fusion for audiovisual emotion recognition with incomplete data. CoRR abs/2201.11095 (2022) - 2021
- [j2]Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Speed-up and multi-view extensions to subclass discriminant analysis. Pattern Recognit. 111: 107660 (2021) - [c4]Firas Laakom, Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Learning to ignore: rethinking attention in CNNs. BMVC 2021: 216 - [c3]Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Ensembling Object Detectors for Image and Video Data Analysis. ICASSP 2021: 1515-1519 - [i5]Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Ensembling object detectors for image and video data analysis. CoRR abs/2102.04798 (2021) - [i4]Firas Laakom, Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Learning to ignore: rethinking attention in CNNs. CoRR abs/2111.05684 (2021) - 2020
- [j1]Kateryna Chumachenko, Anssi Männistö, Alexandros Iosifidis, Jenni Raitoharju:
Machine Learning Based Analysis of Finnish World War II Photographers. IEEE Access 8: 144184-144196 (2020) - [c2]Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj:
Robust Fast Subclass Discriminant Analysis. EUSIPCO 2020: 1397-1401 - [c1]Kateryna Chumachenko, Jenni Raitoharju, Moncef Gabbouj, Alexandros Iosifidis:
Incremental Fast Subclass Discriminant Analysis. ICIP 2020: 1771-1775 - [i3]Kateryna Chumachenko, Jenni Raitoharju, Moncef Gabbouj, Alexandros Iosifidis:
Incremental Fast Subclass Discriminant Analysis. CoRR abs/2002.04348 (2020)
2010 – 2019
- 2019
- [i2]Kateryna Chumachenko, Anssi Männistö, Alexandros Iosifidis, Jenni Raitoharju:
Machine Learning Based Analysis of Finnish World War II Photographers. CoRR abs/1904.09811 (2019) - [i1]Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Speed-up and multi-view extensions to Subclass Discriminant Analysis. CoRR abs/1905.00794 (2019)
Coauthor Index
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