MA Xiao

Architecture-Agnostic Test-Time Adaptation via Backprop-Free Embedding Alignment

Test-Time Adaptation (TTA) adapts a deployed model during online inference to mitigate the impact of domain shift. While achieving strong accuracy, most existing methods rely on backpropagation, which is memory and computation intensive, making them unsuitable for resource-constrained devices. Recen…