Aaron: Compile-time Kernel Adaptation for Multi-DNN Inference Acceleration on Edge GPU

Argus, a wearable add-on system based on stripped-down (i.e., compact, lightweight, low-power, limitedcapability) mmWave radars. It is the first to achieve egocentric human mesh reconstruction in a multi-view manner. Compared with conventional frontal-view mmWave sensing solutions, it addresses several pain points, such as restricted sensing range, occlusion, and the multipath effect caused by surroundings.
Reference

Zhihe Zhao, Neiwen Ling, Nan Guan and Guoliang Xing. Aaron: Compile-time Kernel Adaptation for Multi-DNN Inference Acceleration on Edge GPU. In Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 2022

Best Poster Award