Matthias Karlbauer
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
9
Venues
4
Active years
2020–2025
Best venue rank
A*
Where they publish
Papers
9 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ESANN | Inferring Underwater Topography with Finite Volume Neural Networks. | Cosku Can Horuz, Matthias Karlbauer, Timothy Praditia, Sergey Oladyshkin, Wolfgang Nowak, Sebastian Otte |
| 2025 | ICANN | Minimal Convolutional RNNs Accelerate Spatiotemporal Learning. | Cosku Can Horuz, Sebastian Otte, Martin V. Butz, Matthias Karlbauer |
| 2023 | ICLR | Learning What and Where: Disentangling Location and Identity Tracking Without Supervision. | Manuel Traub, Sebastian Otte, Tobias Menge, Matthias Karlbauer, Jannik Thmmel, Martin V. Butz |
| 2022 | ICANN | Infering Boundary Conditions in Finite Volume Neural Networks. | Cosku Can Horuz, Matthias Karlbauer, Timothy Praditia, Martin V. Butz, Sergey Oladyshkin, Wolfgang Nowak, Sebastian Otte |
| 2022 | ICML | Composing Partial Differential Equations with Physics-Aware Neural Networks. | Matthias Karlbauer, Timothy Praditia, Sebastian Otte, Sergey Oladyshkin, Wolfgang Nowak, Martin V. Butz |
| 2021 | ICANN | Signal Denoising with Recurrent Spiking Neural Networks and Active Tuning. | Melvin Ciurletti, Manuel Traub, Matthias Karlbauer, Martin V. Butz, Sebastian Otte |
| 2021 | ICANN | Latent State Inference in a Spatiotemporal Generative Model. | Matthias Karlbauer, Tobias Menge, Sebastian Otte, Hendrik P. A. Lensch, Thomas Scholten, Volker Wulfmeyer, Martin V. Butz |
| 2020 | ESANN | A Distributed Neural Network Architecture for Robust Non-Linear Spatio-Temporal Prediction. | Matthias Karlbauer, Sebastian Otte, Hendrik P. A. Lensch, Thomas Scholten, Volker Wulfmeyer, Martin V. Butz |
| 2020 | ICANN | Inferring, Predicting, and Denoising Causal Wave Dynamics. | Matthias Karlbauer, Sebastian Otte, Hendrik P. A. Lensch, Thomas Scholten, Volker Wulfmeyer, Martin V. Butz |