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Karl Stelzner

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

4

Venues

3

Active years

2019–2020

Best venue rank

A*

Where they publish

Papers

4 indexed papers, newest first.

YearVenueTitleAuthors
2020ICLRStructured Object-Aware Physics Prediction for Video Modeling and Planning.Jannik Kossen, Karl Stelzner, Marcel Hussing, Claas Voelcker, Kristian Kersting
2020ICMLEinsum Networks: Fast and Scalable Learning of Tractable Probabilistic Circuits.Robert Peharz, Steven Lang, Antonio Vergari, Karl Stelzner, Alejandro Molina, Martin Trapp, Guy Van den Broeck, Kristian Kersting, Zoubin Ghahramani
2019ICMLFaster Attend-Infer-Repeat with Tractable Probabilistic Models.Karl Stelzner, Robert Peharz, Kristian Kersting
2019UAIRandom Sum-Product Networks: A Simple and Effective Approach to Probabilistic Deep Learning.Robert Peharz, Antonio Vergari, Karl Stelzner, Alejandro Molina, Martin Trapp, Xiaoting Shao, Kristian Kersting, Zoubin Ghahramani