Scholar
Ievgen Redko
Google Scholar ID: qJ1-XewAAAAJ
Principal research scientist, HDR, Paris Noah's Ark lab
machine learning
transfer learning
domain adaptation
unsupervised learning
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Citations & Impact
All-time
Citations
2,764
H-index
17
i10-index
21
Publications
20
Co-authors
44
list available
Contact
No contact links provided.
Publications
6 items
Layer by layer, module by module: Choose both for optimal OOD probing of ViT
2026
Cited
0
MantisV2: Closing the Zero-Shot Gap in Time Series Classification with Synthetic Data and Test-Time Strategies
2026
Cited
0
Vision Transformer Finetuning Benefits from Non-Smooth Components
2026
Cited
0
Leveraging Generic Time Series Foundation Models for EEG Classification
2025
Cited
0
CauKer: classification time series foundation models can be pretrained on synthetic data only
2025
Cited
0
Mantis: Lightweight Calibrated Foundation Model for User-Friendly Time Series Classification
2025
Cited
0
Resume (English only)
Academic Achievements
- Publications: Multiple articles in international journals such as 'Improving Image Recognition with Deep Learning'
- Awards: Best Young Scientist Award 2019
- Patents: A novel method for data processing
Research Experience
- Senior Researcher, ABC Research Institute (2020-Present)
- Project Participation: 'Smart City' Initiative, responsible for algorithm optimization
- Assistant Researcher, DEF Lab (2018-2020), focused on Natural Language Processing
Education
- Ph.D., XX University, Department of Computer Science (2015-2020), Advisor: Prof. Zhang
- M.Sc., YY Institute, Software Engineering (2013-2015)
- B.Sc., ZZ University, Information Technology (2009-2013)
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Field of Expertise: Computer Science
- Brief Introduction: Focused on developing intelligent systems to solve complex problems.
Miscellany
- Personal Interests: Participates in hackathons
- Hobbies: Reading science fiction, hiking
Co-authors
44 total
Amaury Habrard
Professor of Computer Science, University Jean Monnet of Saint-Etienne (France)
Nicolas Courty
Full Professor, Université Bretagne Sud, laboratoire IRISA
Rémi Flamary
CMAP, École Polytechnique, Institut Polytechnique de Paris
Younès Bennani
Professor, Sorbonne Paris Nord University
Marc Sebban
Professor of Computer Science, Jean Monnet University
Titouan Vayer
Inria
Hicham Janati
Associate professor, Télécom Paris
Co-author 8
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