1 code implementation • 31 May 2023 • Chase Walker, Sumit Jha, Kenny Chen, Rickard Ewetz
Attribution algorithms are frequently employed to explain the decisions of neural network models.
no code implementations • 2 Nov 2020 • Kenny Chen, Alexandra Pogue, Brett T. Lopez, Ali-akbar Agha-mohammadi, Ankur Mehta
Monocular depth inference has gained tremendous attention from researchers in recent years and remains as a promising replacement for expensive time-of-flight sensors, but issues with scale acquisition and implementation overhead still plague these systems.
no code implementations • 28 Jul 2020 • Alexander Schperberg, Kenny Chen, Stephanie Tsuei, Michael Jewett, Joshua Hooks, Stefano Soatto, Ankur Mehta, Dennis Hong
In this paper, we propose an online path planning architecture that extends the model predictive control (MPC) formulation to consider future location uncertainties for safer navigation through cluttered environments.