Training-Free VLM Personalization via Calibrated Residual Decoding

Jiaao Yu, Yujian Ma, Xianming Hu +2

Vision-language models can be personalized in a training-free manner by directly providing user profiles, preferences, or visual references at inference time, without updating mode…