Maximilian Seitzer

Position / Function

Contact
Maximilian Seitzer
Department of Computer Science
Maria-von-Linden-Straße 6, 72076 Tuebingen
Email: maximilian.seitzer[AT]uni[MINUS]tuebingen[DOT]de

Website: google scholar

Short CV

2020-2024

PhD Student, Max Planck Institute for Intelligent Systems

Selected References

All Publications

Zadaianchuk A, Seitzer M, Martius G. Object-centric learning for real-world videos by predicting temporal feature similarities[J]. Advances in Neural Information Processing Systems, 2024, 36.
Seitzer M, Horn M, Zadaianchuk A, et al. Bridging the gap to real-world object-centric learning[J]. 2023.
Seitzer M, Tavakoli A, Antic D, et al. On the pitfalls of heteroscedastic uncertainty estimation with probabilistic neural networks[J]. arXiv preprint arXiv:2203.09168, 2022.
Seitzer M, Schölkopf B, Martius G. Causal influence detection for improving efficiency in reinforcement learning[J]. Advances in Neural Information Processing Systems, 2021, 34: 22905-22918.
Zadaianchuk A, Seitzer M, Martius G. Self-supervised visual reinforcement learning with object-centric representations[J]. arXiv preprint arXiv:2011.14381, 2020.

Research Interests

Structured and unstructured representation learning, reinforcement learning, deep learning