Novelty Detection via Network Saliency in Visual-based Deep Learning

no code implementations • 9 Jun 2019 • Valerie Chen, Man-Ki Yoon, Zhong Shao

Machine-learning driven safety-critical autonomous systems, such as self-driving cars, must be able to detect situations where its trained model is not able to make a trustworthy prediction.

Novelty Detection Self-Driving Cars