78 citations · 510 across the 71 of their papers we have counts for
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cs.LG2023
Co-Design of Out-of-Distribution Detectors for Autonomous Emergency Braking Systems
Michael Yuhas, Arvind Easwaran
Learning enabled components (LECs), while critical for decision making in autonomous vehicles (AVs), are likely to make incorrect decisions when presented with samples outside of t…
cs.AI2023
PAC-Based Formal Verification for Out-of-Distribution Data Detection
Mohit Prashant, Arvind Easwaran
Cyber-physical systems (CPS) like autonomous vehicles, that utilize learning components, are often sensitive to noise and out-of-distribution (OOD) instances encountered during run…