Visual Tripwires: Anticipating Failure in Deep Vision Systems

Anoushka Harit, Rehan Zuberi, William Prew +1

Deep vision systems remain vulnerable to corruption, occlusion, and distribution shift despite strong benchmark performance. Existing reliability methods typically evaluate uncerta…