| 2024 | CogSci | Developing Object Permanence from Videos. | Frederic Becker, Manuel Traub, Sebastian Otte, Martin V. Butz |
| 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 |
| 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 |
| 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 | 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 | ICANN | Learning Precise Spike Timings with Eligibility Traces. | Manuel Traub, Martin V. Butz, R. Harald Baayen, Sebastian Otte |
| 2020 | MICCAI | Towards Automatic Embryo Staging in 3D+t Microscopy Images Using Convolutional Neural Networks and PointNets. | Manuel Traub, Johannes Stegmaier |