Publications

Few-Shot Personalized Age Estimation

Jakub Paplhám · Vojtěch Franc · Artem Moroz

WACV 2027

Evaluating Epistemic Uncertainty: Beyond OOD Detection and Active Learning

Jakub Paplhám · Willem Waegeman · Eyke Hüllermeier · Vojtěch Franc

NeurIPS 2026

probly: Uncertainty-Aware Machine Learning

Paul Hofman · Clemens Damke · Timo Löhr · Santo M. A. R. Thies · Alireza Javanmardi · Valentin Margraf · Jakub Paplhám · Yusuf Sale · Eyke Hüllermeier · Maximilian Muschalik

NeurIPS 2026 · Oral

Photo Dating by Facial Age Aggregation

Jakub Paplhám · Vojtěch Franc

WACV 2026

SCOD: From Heuristics to Theory

Vojtěch Franc · Jakub Paplhám · Daniel Průša

ECCV 2024

A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark

Jakub Paplhám · Vojtěch Franc

CVPR 2024

Detection of Microscopic Fungi and Yeast in Clinical Samples Using Fluorescence Microscopy and Deep Learning

Jakub Paplhám · Vojtěch Franc · Daniela Lžičařová

VISAPP 2023

Minimax Selective Prediction under Credal Uncertainty

Jakub Paplhám · Willem Waegeman · Eyke Hüllermeier · Vojtěch Franc

Preprint, 2026

Epistemic Reject Option Prediction

Vojtěch Franc · Jakub Paplhám

Preprint, 2025

Master's Thesis: Detection of Microscopic Fungi and Yeast in Clinical Samples

Jakub Paplhám

MSc Thesis, 2022

Bachelor's Thesis: Convolutional Neural Networks with Local Context Masks

Jakub Paplhám

BSc Thesis, 2020