Scholar
Janek Haberer
Google Scholar ID: s-sj0tIAAAAJ
Graduate Researcher, Kiel University
Citations & Impact
Citations
54
H-index
4
i10-index
2
Publications
10
Co-authors
2
list available
Publications
Resume (English only)
Academic Achievements
- Published 8 papers in peer-reviewed conferences and journals, including NeurIPS, CVPR Workshop, ICML Workshop, IEEE Access, MobiSys, CoNEXT Workshop, and EWSN Workshop. Featured publication: HydraViT: Stacking Heads for a Scalable ViT, a novel approach to scaling Vision Transformers (ViTs) by stacking multiple attention heads.
Research Experience
- Has 4 years of experience, primarily focusing on the design of efficient deep learning methods.
Education
- PhD student in Computer Science at Kiel University
Background
- Research interests include the design of efficient deep learning methods in resource-constrained environments, spanning Edge AI, dynamic vision transformers, federated learning, and progressive image compression. Passionate about advancing machine learning technologies and collaborating on impactful projects.
