Marin Bilos

Technical University of Munich
Department of Informatics - I26
Boltzmannstr. 3
85748 Garching b. München
Germany

Room number: 00.11.062
E-Mail: bilos@in.tum.de

Publications

Marin Biloš, Johanna Sommer, Syama Sundar Rangapuram, Tim Januschowski, Stephan Günnemann
Neural Flows: Efficient Alternative to Neural ODEs
Conference on Neural Information Processing Systems (NeurIPS), 2021.
[ Paper | Code | Poster | Webpage ]
Marin Biloš, Stephan Günnemann
Scalable Normalizing Flows for Permutation Invariant Densities
International Conference on Machine Learning (ICML), 2021.
[ Paper | Webpage ]
Oleksandr Shchur, Nicholas Gao, Marin Biloš, Stephan Günnemann
Fast and Flexible Temporal Point Processes with Triangular Maps
Conference on Neural Information Processing Systems (NeurIPS), 2020. Oral presentation.
[ Paper | Webpage ]
Nick Harmening, Marin Biloš, Stephan Günnemann
Deep Representation Learning and Clustering of Traffic Scenarios
Workshop on AI for Autonomous Driving (ICML), 2020. Best paper award.
[ Paper ]
Oleksandr Shchur*, Marin Biloš*, Stephan Günnemann
Intensity-Free Learning of Temporal Point Processes
International Conference on Learning Representations (ICLR), 2020. Spotlight talk.
[ Paper | Code | Webpage ]
Marin Biloš*, Bertrand Charpentier*, Stephan Günnemann
Uncertainty on Asynchronous Time Event Prediction
Conference on Neural Information Processing Systems (NeurIPS), 2019. Spotlight talk.
[ Paper | Code | Poster | Webpage ]