| IEEE International Workshop on Signal Processing Systems, SiPS 2019 | China |  |  | Best Paper Award for Paper: Saman Payvar, Mir Khan, Rafael Stahl, Daniel Mueller-Gritschneder, Jani Boutellier "Neural Network-based Vehicle Image Classification for IoT Devices" | 23.10.2019 |  |  |  | 
| Workshop on Compilers, Deployment, and Tooling for Edge AI. | Deutschland |  |  | Best Paper Award:  Samira Ahmadi, Rafael Stahl, Philipp van Kempen, Daniel Mueller-Gritschneder and Ulf Schlichtmann. "Towards Rapid Exploration of Heterogeneous TinyML Systems using Virtual Platforms and TVM’s UMA." | 23.09.2023 |  |  |  | 
| SAIAD Workshop, CVPR25 | Vereinigte St. v. Amerika |  |  | Best Paper Award: Moritz Thoma, Tobias Preintner, Emad Aghajanzadeh, Shambhavi Balamuthu Sampath, Pierpaolo Mori, Nael Fasfous, Manoj-Rohit Vemparala, Alexander Frickenstein, Daniel Mueller-Gritschneder, Ulf Schlichtmann; Uncertainty Aware Training to Improve Uncertainty Active Learning for Semantic Segmentation  Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops, 2025 | 24.06.2025 |  |  |  | 
| IEEE/CVF Winter Conference on Applications of Computer Vision 2024 | Vereinigte St. v. Amerika |  |  | Best Student Paper Award: Pierpaolo Mori, Lukas Frickenstein, Shambhavi Balamuthu Sampath, Moritz Thoma, Nael Fasfous, Manoj Rohit Vemparala, Alexander Frickenstein, Christian Unger, Walter Stechele, Daniel Mueller-Gritschneder, Claudio Passerone "Wino Vidi Vici: Conquering Numerical Instability of 8-Bit Winograd Convolution for Accurate Inference Acceleration on Edge" | 08.01.2024 |  |  |  |