Jakub Paplhám
Machine Learning Researcher · Czech Technical University in Prague
PhD candidate at the Center for Machine Perception. Research interests include uncertainty quantification, reject-option prediction, distribution shift, and computer vision.
Research
- Uncertainty quantification and reliable prediction
- Reject-option prediction and distribution shift
- Computer vision, facial analysis, and age estimation
Selected publications
Full listFew-Shot Personalized Age Estimation
WACV 2027
Evaluating Epistemic Uncertainty: Beyond OOD Detection and Active Learning
NeurIPS 2026
Photo Dating by Facial Age Aggregation
WACV 2026
SCOD: From Heuristics to Theory
ECCV 2024
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark
CVPR 2024
Experience
CVResearcher and PhD candidate
Center for Machine Perception, CTU Prague
Visiting researcher
LMU Munich
Machine learning engineer
Porsche Engineering via CIIRC CTU
Recognition
Dean's Award for Outstanding Teaching
Teaching assistant category, FEE CTU, winter 2025/26
Minister of the Interior Award
FACIS project
Top Reviewer
NeurIPS 2025
Dean's Award
Master's thesis
Contact
paplhjak@fel.cvut.cz
Center for Machine Perception, Karlovo náměstí 13, Prague