36 citations · 50 across the 6 of their papers we have counts for
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cs.RO2021★ 36 cited
Verifying Controllers with Convolutional Neural Network-based Perception: A Case for Intelligible, Safe, and Precise Abstractions
Chiao Hsieh, Keyur Joshi, Sasa Misailovic +1
Convolutional Neural Networks (CNN) for object detection, lane detection, and segmentation now sit at the head of most autonomy pipelines, and yet, their safety analysis remains an…
cs.RO2019
CyPhyHouse: A Programming, Simulation, and Deployment Toolchain for Heterogeneous Distributed Coordination
Ritwika Ghosh, Joao P. Jansch-Porto, Chiao Hsieh +6
Programming languages, libraries, and development tools have transformed the application development processes for mobile computing and machine learning. This paper introduces the…