The Value of Being Wrong: Self-Mined Visual In-Context Learning from Errors

Shu Zhao, Tan Yu

Visual in-context learning (ICL) enables vision-language models (VLMs) to adapt at test time via demonstration examples, but its effectiveness depends critically on the examples se…