Abstract: Since inevitable distribution shifts are encountered during test time in practice, test-time adaptation (TTA) presents a promising solution by recalibrating the model online using only an ...

Abstract: One-shot devices, such as automotive airbags, fire extinguishers and ammunitions, pose significant challenges in their reliability analysis due to their inherently unobservable lifespans.