Karl Stelzner

Karl Stelzner

Technische Universität Darmstadt - Darmstadt / Germany
Engineering & Technology / Computer Science
AD Scientific Index ID: 4555895
Darmstadt University of Technology
person_outline Karl Stelzner's MOST POPULAR ARTICLES
1-) Random Sum-Product Networks: A Simple but Effective Approach to Probabilistic Deep LearningR Peharz, A Vergari, K Stelzner, A Molina, X Shao, M Trapp, K Kersting, ...UAI, 2019742019
2-) Einsum Networks: Fast and Scalable Learning of Tractable Probabilistic CircuitsR Peharz, S Lang, A Vergari, K Stelzner, A Molina, M Trapp, GV Broeck, ...International Conference on Machine Learning, 2020542020
3-) Decomposing 3D Scenes into Objects via Unsupervised Volume SegmentationK Stelzner, K Kersting, AR KosiorekarXiv preprint arXiv:2104.01148, 2021542021
4-) Structured Object-Aware Physics Prediction for Video Modeling and PlanningJ Kossen, K Stelzner, M Hussing, C Voelcker, K KerstingInternational Conference on Learning Representations, 2020712020
5-) Spflow: An easy and extensible library for deep probabilistic learning using sum-product networksA Molina, A Vergari, K Stelzner, R Peharz, P Subramani, N Di Mauro, ...arXiv preprint arXiv:1901.03704, 2019642019