Curse of rarity for autonomous vehicles.
Where this comes from
- Record sourced from PubMed, PMID 38839817.
- Also identified by DOI 10.1038/s41467-024-49194-0 and PMC identifier 11153604.
- Licence recorded as CC BY.
- The licence permits redistribution, so the abstract is shown in full and the full text is available from the publisher.
Abstract
The curse of rarity—the rarity of safety-critical events in high-dimensional variable spaces—presents significant challenges in ensuring the safety of autonomous vehicles using deep learning. Looking at it from distinct perspectives, we identify three potential approaches for addressing the issue.