EmbryoMiner: A new framework for interactive knowledge discovery in large-scale cell tracking data of developing embryos B Schott, M Traub, C Schlagenhauf, M Takamiya, T Antritter, A Bartschat, ... PLoS computational biology 14 (4), e1006128, 2018 | 29 | 2018 |
Learning What and Where: Disentangling Location and Identity Tracking Without Supervision M Traub, S Otte, T Menge, M Karlbauer, J Thuemmel, MV Butz The Eleventh International Conference on Learning Representations, 0 | 16* | |
Many-joint robot arm control with recurrent spiking neural networks M Traub, R Legenstein, S Otte 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2021 | 7 | 2021 |
Automation strategies for large-scale 3D image analysis J Stegmaier, B Schott, E Hübner, M Traub, M Shahid, M Takamiya, ... at-Automatisierungstechnik 64 (7), 555-566, 2016 | 6 | 2016 |
Towards Automatic Embryo Staging in 3D+ t Microscopy Images Using Convolutional Neural Networks and PointNets M Traub, J Stegmaier International Workshop on Simulation and Synthesis in Medical Imaging, 153-163, 2020 | 4 | 2020 |
Learning Precise Spike Timings with Eligibility Traces M Traub, MV Butz, RH Baayen, S Otte International Conference on Artificial Neural Networks, 659-669, 2020 | 3 | 2020 |
Looping LOCI: Developing Object Permanence from Videos M Traub, F Becker, S Otte, MV Butz arXiv preprint arXiv:2310.10372, 2023 | 2 | 2023 |
Dynamic action inference with recurrent spiking neural networks M Traub, MV Butz, R Legenstein, S Otte International Conference on Artificial Neural Networks, 233-244, 2021 | 2 | 2021 |
Signal Denoising with Recurrent Spiking Neural Networks and Active Tuning M Ciurletti, M Traub, M Karlbauer, MV Butz, S Otte International Conference on Artificial Neural Networks, 220-232, 2021 | 1 | 2021 |
High-Efficiency Rainfall Data Compression Using Binarized Convolutional Autoencoder M Traub, F Scholz, T Scholten, C Zarfl, MV Butz EGU24, 2024 | | 2024 |
Loci-Segmented: Improving Scene Segmentation Learning M Traub, F Becker, A Sauter, S Otte, MV Butz arXiv preprint arXiv:2310.10410, 2023 | | 2023 |