Category: Seminars and Conferences
State: Current
26 June 2024

Det Talks: Dynamic Distributed Computing for Autonomous Vehicles

11:00 AM - Sala Maxwell, DET

Neural networks are becoming a central component of a broad range of
applications. However, the complexity of the tasks, the diversity of operating
contexts, as well as channel and computing resource scarcity challenge the
effective deployment of neural models in many relevant scenarios.
In this talk, I will provide an overview of the techniques and frameworks that
my research group developed to allow flexible, efficient and resilient
distributed neural computing for robotic perception and autonomous
navigation. Our approaches deeply integrate system and machine learning to
obtain practical solutions deployable on real-world hardware platforms and
applications.

Speaker: Prof. Marco Levorato, UC Irvine