| 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 |
| 2025 | ICRA | Detection of Fast-Moving Objects with Neuromorphic Hardware. | Andreas Ziegler, Karl Vetter, Thomas Gossard, Jonas Tebbe, Sebastian Otte, Andreas Zell |
| 2024 | CogSci | Developing Object Permanence from Videos. | Frederic Becker, Manuel Traub, Sebastian Otte, Martin V. Butz |
| 2024 | ICANN | 3D Lattice Deformation Prediction with Hierarchical Graph Attention Networks. | Melvin Ciurletti, Anna-Lena von Behren, Jannik Bhring, Sebastian Otte |
| 2024 | ICANN | Resonator-Gated RNNs. | Robert Deibel, Shahram Eivazi, Matrin V. Butz, Sebastian Otte |
| 2024 | ICANN | Learning Object Permanence from Videos via Latent Imaginations. | Manuel Traub, Frederic Becker, Sebastian Otte, Martin V. Butz |
| 2024 | ICANN | Loci-Segmented: Improving Scene Segmentation Learning. | Manuel Traub, Frederic Becker, Adrian Sauter, Sebastian Otte, Martin V. Butz |
| 2024 | ICML | Balanced Resonate-and-Fire Neurons. | Saya Higuchi, Sebastian Kairat, Sander M. Boht, Sebastian Otte |
| 2023 | ICANN | Generating Sparse Counterfactual Explanations for Multivariate Time Series. | Jana Lang, Martin A. Giese, Winfried Ilg, Sebastian Otte |
| 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 | ICANN | Efficient LSTM Training with Eligibility Traces. | Michael Hoyer, Shahram Eivazi, Sebastian Otte |
| 2022 | ICANN | A Taxonomy of Recurrent Learning Rules. | Guillermo Martn-Snchez, Sander M. Boht, 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 | CogSci | Latent Event-Predictive Encodings through Counterfactual Regularization. | Dania Humaidan, Sebastian Otte, Christian Gumbsch, Charley M. Wu, 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 | Fostering Compositionality in Latent, Generative Encodings to Solve the Omniglot Challenge. | Sarah Fabi, Sebastian Otte, Martin V. Butz |
| 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 |
| 2021 | ICANN | Early Recognition of Ball Catching Success in Clinical Trials with RNN-Based Predictive Classification. | Jana Lang, Martin A. Giese, Matthis Synofzik, Winfried Ilg, Sebastian Otte |
| 2021 | ICANN | Binding and Perspective Taking as Inference in a Generative Neural Network Model. | Mahdi Sadeghi, Fabian Schrodt, Sebastian Otte, Martin V. Butz |
| 2021 | ICANN | Dynamic Action Inference with Recurrent Spiking Neural Networks. | Manuel Traub, Martin V. Butz, Robert Legenstein, Sebastian Otte |
| 2021 | IROS | Many-Joint Robot Arm Control with Recurrent Spiking Neural Networks. | Manuel Traub, Robert Legenstein, Sebastian Otte |
| 2020 | ESANN | Sequence Classification using Ensembles of Recurrent Generative Expert Modules. | Marius Hobbhahn, Martin V. Butz, Sarah Fabi, Sebastian Otte |
| 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 | Investigating Efficient Learning and Compositionality in Generative LSTM Networks. | Sarah Fabi, Sebastian Otte, Jonas Gregor Wiese, Martin V. Butz |
| 2020 | ICANN | Fostering Event Compression Using Gated Surprise. | Dania Humaidan, Sebastian Otte, 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 |
| 2020 | ICANN | Learning Precise Spike Timings with Eligibility Traces. | Manuel Traub, Martin V. Butz, R. Harald Baayen, Sebastian Otte |
| 2019 | ICANN | Inferring Event-Predictive Goal-Directed Object Manipulations in REPRISE. | Martin V. Butz, Tobias Menge, Dania Humaidan, Sebastian Otte |
| 2019 | ICANN | Gradient-Based Learning of Compositional Dynamics with Modular RNNs. | Sebastian Otte, Patricia Rubisch, Martin V. Butz |
| 2019 | ICANN | Incorporating Adaptive RNN-Based Action Inference and Sensory Perception. | Sebastian Otte, Jakob Stoll, Martin V. Butz |
| 2018 | CogSci | REPRISE: A Retrospective and Prospective Inference Scheme. | Martin V. Butz, David K. Bilkey, Alistair Knott, Sebastian Otte |
| 2018 | IAS | Configuration Depending Crosstalk Torque Calibration for Robotic Manipulators with Deep Neural Regression Models. | Adrian Zwiener, Sebastian Otte, Richard Hanten, Andreas Zell |
| 2018 | ICANN | Online Carry Mode Detection for Mobile Devices with Compact RNNs. | Philipp Kuhlmann, Paul Sanzenbacher, Sebastian Otte |
| 2018 | ICANN | Integrative Collision Avoidance Within RNN-Driven Many-Joint Robot Arms. | Sebastian Otte, Lea Hofmaier, Martin V. Butz |
| 2018 | ICRA | Robust Real-Time 3D Person Detection for Indoor and Outdoor Applications. | Richard Hanten, Philipp Kuhlmann, Sebastian Otte, Andreas Zell |
| 2017 | CogSci | A Computational Model for the Dynamical Learning of Event Taxonomies. | Christian Gumbsch, Sebastian Otte, Martin V. Butz |
| 2017 | CogSci | Anticipatory Active Inference from Learned Recurrent Neural Forward Models. | Sebastian Otte, Theresa Schmitt, Martin V. Butz |
| 2017 | ICANN | Inferring Adaptive Goal-Directed Behavior Within Recurrent Neural Networks. | Sebastian Otte, Theresa Schmitt, Karl J. Friston, Martin V. Butz |
| 2017 | ICANN | Inherently Constraint-Aware Control of Many-Joint Robot Arms with Inverse Recurrent Models. | Sebastian Otte, Adrian Zwiener, Martin V. Butz |
| 2016 | IAS | Vector-AMCL: Vector Based Adaptive Monte Carlo Localization for Indoor Maps. | Richard Hanten, Sebastian Buck, Sebastian Otte, Andreas Zell |
| 2016 | ICANN | Investigating Recurrent Neural Networks for Feature-Less Computational Drug Design. | Alexander Drr, Sebastian Otte, Andreas Zell |
| 2016 | ICANN | Revisiting Deep Convolutional Neural Networks for RGB-D Based Object Recognition. | Lorand Madai-Tahy, Sebastian Otte, Richard Hanten, Andreas Zell |
| 2016 | ICANN | Inverse Recurrent Models - An Application Scenario for Many-Joint Robot Arm Control. | Sebastian Otte, Adrian Zwiener, Richard Hanten, Andreas Zell |
| 2016 | ICRA | Recurrent Neural Networks for fast and robust vibration-based ground classification on mobile robots. | Sebastian Otte, Christian Weiss, Tobias Scherer, Andreas Zell |
| 2015 | ESANN | Learning Recurrent Dynamics using Differential Evolution. | Sebastian Otte, Fabian Becker, Martin V. Butz, Marcus Liwicki, Andreas Zell |
| 2015 | ESANN | Robust Visual Terrain Classification with Recurrent Neural Networks. | Sebastian Otte, Stefan Laible, Richard Hanten, Marcus Liwicki, Andreas Zell |
| 2015 | IJCNN | An analysis of Dynamic Cortex Memory networks. | Sebastian Otte, Andreas Zell, Marcus Liwicki |
| 2014 | ICANN | Dynamic Cortex Memory: Enhancing Recurrent Neural Networks for Gradient-Based Sequence Learning. | Sebastian Otte, Marcus Liwicki, Andreas Zell |
| 2014 | ICPR | ANTSAC: A Generic RANSAC Variant Using Principles of Ant Colony Algorithms. | Sebastian Otte, Ulrich Schwanecke, Andreas Zell |
| 2012 | ICFHR | Local Feature Based Online Mode Detection with Recurrent Neural Networks. | Sebastian Otte, Dirk Krechel, Marcus Liwicki, Andreas Dengel |