Butz, Martin V.

5 publications

ICLR 2024 Learning Hierarchical World Models with Adaptive Temporal Abstractions from Discrete Latent Dynamics Christian Gumbsch, Noor Sajid, Georg Martius, Martin V. Butz

ICLR 2023 Learning What and Where: Disentangling Location and Identity Tracking Without Supervision Manuel Traub, Sebastian Otte, Tobias Menge, Matthias Karlbauer, Jannik Thuemmel, Martin V. Butz

ICML 2022 Composing Partial Differential Equations with Physics-Aware Neural Networks Matthias Karlbauer, Timothy Praditia, Sebastian Otte, Sergey Oladyshkin, Wolfgang Nowak, Martin V. Butz

ICLRW 2021 Compositionality as Learning Bias in Generative RNNs Solves the Omniglot Challenge Sarah Fabi, Sebastian Otte, Martin V. Butz

NeurIPS 2021 Sparsely Changing Latent States for Prediction and Planning in Partially Observable Domains Christian Gumbsch, Martin V. Butz, Georg Martius