Chih-Hong Cheng
Chih-Hong Cheng is an associate professor at Chalmers University of Technology, Sweden. He is also an adjunct faculty (by courtesy) at the Research Center for Information Technology Innovation (CITI), Academia Sinica, Taiwan. Chih-Hong's research interests include software engineering, formal methods, and AI/ML for trustworthy autonomy. Before Chalmers, he mainly worked in government (fortiss, Fraunhofer) and industrial (ABB, DENSO) research centers while holding interim professorships (TU Munich, Hildesheim). Chih-Hong received his doctoral degree in CS from the Technical University of Munich.
Showing 3 publications
BAM: Box Abstraction Monitors for Real-time OoD Detection in Object Detection
Estimating the Robustness Radius for Randomized Smoothing with 100x Sample Efficiency
EC-IoU: Orienting Safety for Object Detectors via Ego-Centric Intersection-over-Union
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Showing 1 research projects
Collaborative Approach to Sensor Perception Modelling (SENSI)