| 2025 | ICML | SENSEI: Semantic Exploration Guided by Foundation Models to Learn Versatile World Models. | Cansu Sancaktar, Christian Gumbsch, Andrii Zadaianchuk, Pavel Kolev, Georg Martius |
| 2024 | CogSci | Modeling auditory voice recognition improvements by face simulation. | Christian Gumbsch, Martin V. Butz, Katharina von Kriegstein |
| 2024 | CogSci | Modeling the Emergent Development of Inference-based Goal Anticipation in Infants. | Johanna Katharina Theuer, Nadine Nicole Koch, Christian Gumbsch, Birgit Elsner, Martin V. Butz |
| 2024 | ICLR | Learning Hierarchical World Models with Adaptive Temporal Abstractions from Discrete Latent Dynamics. | Christian Gumbsch, Noor Sajid, Georg Martius, Martin V. Butz |
| 2021 | CogSci | I see where this is going: Modeling the development of infants' goal-predictive gaze. | Christian Gumbsch, Maurits Adam, Birgit Elsner, Martin V. Butz |
| 2021 | CogSci | Latent Event-Predictive Encodings through Counterfactual Regularization. | Dania Humaidan, Sebastian Otte, Christian Gumbsch, Charley M. Wu, Martin V. Butz |
| 2017 | CogSci | A Computational Model for the Dynamical Learning of Event Taxonomies. | Christian Gumbsch, Sebastian Otte, Martin V. Butz |
| 2016 | CogSci | Learning Behavior-Grounded Event Segmentations. | Christian Gumbsch, Jan Kneissler, Martin V. Butz |