Scholar
Cosmin I. Bercea
Google Scholar ID: 6M7srVcAAAAJ
Technical University of Munich
Citations & Impact
Citations
423
H-index
9
i10-index
8
Publications
20
Co-authors
19
list available
Publications
Resume (English only)
Academic Achievements
- MICCAI 2024: 2nd Place in #PhDMadnessAward for PhD work on 'Unsupervised Anomaly Detection'
- MICCAI 2024 Workshops: Two Best Paper Awards
- MICCAI 2024: One main conference paper accepted, plus five workshop papers
- MICCAI 2023: Three papers accepted
- MIDL 2023: Oral presentation on Universal Anomaly Detection
- ICML 2023 IMLH Workshop: Paper 'AutoDDPM' accepted and presented
- Published in top venues including Nature Machine Intelligence (2022), MICCAI (2023, 2024), and MIDL (2023)
- Developed open-source tools such as Automatic Diffusion Models, Pseudo-healthy Generative Networks, and Deformable Autoencoders for medical anomaly detection
