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On Deep Set Learning and the Choice of Aggregations.

, , , and . ICANN (1), volume 11727 of Lecture Notes in Computer Science, page 444-457. Springer, (2019)

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Filter-Aware Model-Predictive Control., , , , and . L4DC, volume 211 of Proceedings of Machine Learning Research, page 1441-1454. PMLR, (2023)Deep Variational Bayes Filters: Unsupervised Learning of State Space Models from Raw Data., , , and . CoRR, (2016)Variational Inference for On-line Anomaly Detection in High-Dimensional Time Series., , , and . CoRR, (2016)Variational State-Space Models for Localisation and Dense 3D Mapping in 6 DoF., , , and . CoRR, (2020)Bayesian Learning of Neural Network Architectures, and . Proceedings of Machine Learning Research, volume 89 of Proceedings of Machine Learning Research, page 730--738. PMLR, (16--18 Apr 2019)PRISM: Probabilistic Real-Time Inference in Spatial World Models., , , , , and . CoRL, volume 205 of Proceedings of Machine Learning Research, page 161-174. PMLR, (2022)Unsupervised Feature Learning for low-level Local Image Descriptors, , and . ICLR (Workshop Poster), (2013)Fast Approximate Geodesics for Deep Generative Models., , , , , and . ICANN (2), volume 11728 of Lecture Notes in Computer Science, page 554-566. Springer, (2019)Fast Approximate Geodesics for Deep Generative Models., , , , , and . CoRR, (2018)Unsupervised Real-Time Control Through Variational Empowerment., , , , , and . ISRR, volume 20 of Springer Proceedings in Advanced Robotics, page 158-173. Springer, (2019)