Rolinek, M., Zietlow, D., Martius, G.
Variational Autoencoders Recover PCA Directions (by Accident)
In Proceedings IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), IEEE International Conference on Computer Vision and Pattern Recognition (CVPR) 2019, June 2019 (inproceedings)
Blaes, S., Vlastelica, M., Zhu, J., Martius, G.
Control What You Can: Intrinsically Motivated Task-Planning Agent
In Advances in Neural Information Processing (NeurIPS’19), Curran Associates, Inc., NeurIPS'19, 2019 (inproceedings)
Gumbsch, C., Butz, M. V., Martius, G.
Autonomous Identification and Goal-Directed Invocation of Event-Predictive Behavioral Primitives
IEEE Transactions on Cognitive and Developmental Systems, 2019 (article)
Lin, S., Martius, G., Oettel, M.
Analytical classical density functionals from an equation learning network
2019, arXiv preprint \url{https://arxiv.org/abs/1910.12752} (misc)
Sun, H., Martius, G.
Machine Learning for Haptics: Inferring Multi-Contact Stimulation From Sparse Sensor Configuration
Frontiers in Neurorobotics, 13, pages: 51, 2019 (article)