Katarína Tóthová

According to our database, Katarína Tóthová authored at least 5 papers between 2014 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

On Predicting with Aleatoric Uncertainty in Deep Learning.

Katarína Tóthová

PhD thesis, 2022

Quantification of Predictive Uncertainty via Inference-Time Sampling.

Katarína Tóthová, Lubor Ladicky, Daniel Thul, Marc Pollefeys, Ender Konukoglu

Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, 2022

2020

Probabilistic 3D Surface Reconstruction from Sparse MRI Information.

Katarína Tóthová, Sarah Parisot, Matthew C. H. Lee, Esther Puyol-Antón, Andrew P. King, Marc Pollefeys, Ender Konukoglu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

2018

Uncertainty Quantification in CNN-Based Surface Prediction Using Shape Priors.

Katarína Tóthová, Sarah Parisot, Matthew C. H. Lee, Esther Puyol-Antón, Lisa M. Koch, Andrew P. King, Ender Konukoglu, Marc Pollefeys

Proceedings of the Shape in Medical Imaging, 2018

2014

Data mining in hydrological domain.

Peter Krammer, Ondrej Habala, Ladislav Hluchý, Katarína Tóthová

Proceedings of the 11th International Conference on Fuzzy Systems and Knowledge Discovery, 2014