Scholar
Adam Kortylewski
Google Scholar ID: tRLUOBIAAAAJ
Research Group Leader, University of Freiburg and Max Planck Institute for Informatics
Visual Computing
Machine Learning
Generative AI
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Citations & Impact
All-time
Citations
4,427
H-index
34
i10-index
56
Publications
20
Co-authors
19
list available
Contact
Twitter
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Publications
7 items
GRMM: Real-Time High-Fidelity Gaussian Morphable Head Model with Learned Residuals
2025
Cited
0
CNS-Bench: Benchmarking Image Classifier Robustness Under Continuous Nuisance Shifts
2025
Cited
0
Do It Yourself: Learning Semantic Correspondence from Pseudo-Labels
2025
Cited
0
Escaping Plato's Cave: Robust Conceptual Reasoning through Interpretable 3D Neural Object Volumes
2025
Cited
0
Compositional 4D Dynamic Scenes Understanding with Physics Priors for Video Question Answering
arXiv.org · 2024
Cited
1
A Bayesian Approach to OOD Robustness in Image Classification
Computer Vision and Pattern Recognition · 2024
Cited
0
Prompt-Based Exemplar Super-Compression and Regeneration for Class-Incremental Learning
arXiv.org · 2023
Cited
1
Resume (English only)
Academic Achievements
- Multiple papers accepted to top-tier conferences such as ICCV 2025, CVPR 2025, ICLR 2025, NeurIPS 2024, etc.
- Elected as Associate Editor for PAMI.
- Serving as Area Chair for CVPR 2025.
Research Experience
- Works as Group Leader at the Generative Intelligence Lab, CISPA.
- Involved in organizing workshops and seminars for multiple international conferences.
Background
Focused on developing generative AI systems that learn in a self-supervised manner while being safe, secure, and human-understandable.
Miscellany
Active on platforms like Google Scholar, Twitter, and YouTube.
Co-authors
19 total
Alan Yuille
Professor of Cognitive Science and Computer Science, Johns Hopkins University
Christian Theobalt
Professor, Max Planck Institute for Informatics, Saarland Informatics Campus, Saarland University
Angtian Wang
Bytedance
Co-author 4
Bernhard Egger
Professor, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU)
Ju He
Applied Scientist, Amazon Frontier AI & Robotics (FAR)
Fangneng Zhan
MIT
Ayush Tewari
University of Cambridge
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