Moritz Reiber
Moritz Reiber
Universität Tübingen
Fachbereich Informatik
Lehrstuhl Eingebettete Systeme
Sand 13
72076 Tübingen
- Telefon
- +49 - (0) 70 71 - 29 - 75945
- Telefax
- +49 - (0) 70 71 - 29 - 50 62
- Büro
- Sand 13, B214
- Sprechstunde
- by appointment
Research Interests
- (Hardware-aware) Neural architecture search (NAS)
- HW/SW Co-design (in particular: neural network/accelerator co-design)
Upcoming/Planned
- Project: Secure Low-power Medical Edge Computing (M/EDGE) - Energy and resource efficient Hardware Accelerators for Machine Learning in Medical Multi-Sensor Edge Devices
Veröffentlichungen
2023
Precise Localization Within the GI Tract by Combining Classification of CNNs and Time-Series Analysis of HMMs
by Julia Werner, Christoph Gerum, Moritz Reiber, Jörg Nick, and Oliver BringmannIn International Workshop on Machine Learning in Medical Imaging, pages 174–183, 2023.
Keywords: Medical Image Analysis, Wireless Capsule Endoscopy, GI Tract Localization
2022
HW-Aware Initialization of DNN Auto-Tuning to Improve Exploration Time and Robustness
by Dennis Rieber, Moritz Reiber, Oliver Bringmann, and Holger FröningPeer-reviewed publication. arXiv, 2022.
Keywords: Machine Learning (cs.LG), Performance (cs.PF), FOS: Computer and information sciences, FOS: Computer and information sciences
Forschungsprojekte
Lehre
| Efficient Machine Learning in Hardware | Summer 2022 Summer 2023 Summer 2024 |
|---|---|
| Proseminar: Moderne Architekturen Eingebetteter Systeme | Winter 2023 Winter 2024 |