Test-Time Adaptation of Vision Transformers with Forward-Only Prompt Learning

A novel forward-only adaptation method that learns prompts via a derivative-free optimizer and aligns activations to the source domain, enabling efficient test-time adaptation on resource-constrained devices without backpropagation.