Convolutional Visual Prompt for Robust Visual Perception

Yun-Yun Tsai, Chengzhi Mao, Junfeng Yang

Vision models are often vulnerable to out-of-distribution (OOD) samples without adapting. While visual prompts offer a lightweight method of input-space adaptation for large-scale…