Abstract: Automatic detection and prevention of open-set failures are crucial in closed-loop robotic systems. Recent studies often struggle to simultaneously identify unexpected failures reactively ...

Abstract: With the wide application of neural networkbased defect detection models in industry, the problem of model performance degradation due to concept drift has been studied. For industrial ...