Publications

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Uncertainty-Aware Body Composition Analysis with Deep Regression Ensembles on UK Biobank MRI
Preprint, 2021

arXiv Code

Deep Energy-Based NARX Models
SYSID, 2021

arXiv Code

Accurate 3D Object Detection using Energy-Based Models
CVPR Workshops, 2021

arXiv Code Video Slides

How to Train Your Energy-Based Model for Regression
BMVC, 2020

arXiv Code Video (1.5 min) Slides (1.5 min)

Energy-Based Models for Deep Probabilistic Regression
ECCV, 2020

arXiv Code Video (1 min) Slides (1 min) Video Slides

Evaluating Scalable Bayesian Deep Learning Methods for Robust Computer Vision
CVPR Workshops, 2020

arXiv Code Poster Video Slides

Automotive 3D Object Detection Without Target Domain Annotations
Master of Science Thesis in Electrical Engineering, 2018

Link to paper Code Video Slides