Search Results for author: Kenny Chen

Found 3 papers, 1 papers with code

Integrated Decision Gradients: Compute Your Attributions Where the Model Makes Its Decision

1 code implementation31 May 2023 Chase Walker, Sumit Jha, Kenny Chen, Rickard Ewetz

Attribution algorithms are frequently employed to explain the decisions of neural network models.

Unsupervised Monocular Depth Learning with Integrated Intrinsics and Spatio-Temporal Constraints

no code implementations2 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.

Risk-Averse MPC via Visual-Inertial Input and Recurrent Networks for Online Collision Avoidance

no code implementations28 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.

Collision Avoidance Model Predictive Control +2

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