@article{deepgenerativemodelsforbayesianinference, title = {Deep Generative Models for Bayesian Inference on High-Rate Sensor Data: Applications in Automotive Radar and Medical Imaging}, author = {Tristan S. W. Stevens and Jeroen Overdevest and Oisín Nolan and Wessel L. van Nierop and Ruud J. G. van Sloun and Yonina C. Eldar}, year = {2025}, eprint = {2504.12154}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2504.12154v1}, }