Visual Tripwires: Anticipating Failure in Deep Vision Systems
Visual Tripwires is introduced, a predictive reliability framework that uses temporal instability in model behaviour to anticipate impending failure and demonstrate that temporal instability contains useful information about future model reliability and provides a practical basis for early warning in deep vision system...
Anoushka Harit, Rehan Zuberi, William Prew et al.
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