arXiv AI
Jun 16

Embedded Arena: Iterative Optimization via Hardware Feedback

arXiv:2606. 16190v1 Announce Type: cross Abstract: Embedded devices from wildlife monitoring stations to clinical wearables require local AI inference due to latency, communication, or privacy constraints.

By Zhihan Zhang, Alexander Le Metzger, Jiuyang Lyu, Chun-Cheng Chang, Jiayi Shao, Yujia Liu, Emmanuel Azuh Mensah, Edward Wang, Kurtis Heimerl, Gregory D. Abowd, Shwetak Patel, Natasha Jaques, Vikram Iyer
arXiv AI
Jul 2

Creating Impactful Autonomous Driving Datasets: A Strategic Guide from Research Gap to Benchmark

arXiv:2607. 00710v1 Announce Type: cross Abstract: Well-designed autonomous driving datasets have fundamentally shaped research progress, yet existing literature primarily describes what datasets contain rather than how to strategically design impactful ones.

By Richard Schwarzkopf, Jonas Merkert, Frank Bieder, Annika B\"atz, Alexander Blumberg, Carlos Fernandez, Felix Hauser, Fabian Immel, Christian Kinzig, Hendrik K\"onigshof, Fabian Konstantinidis, Martin Lauer, Willi Poh, Nils Rack, Kevin R\"osch, Yinzhe Shen, Marlon Steiner, Gleb Stepanov, Dominik Strutz, \"Omer \c{S}ahin Ta\c{s}, Julian Truetsch, Kaiwen Wang, Royden Wagner, Jan-Hendrik Pauls, Christoph Stiller