Wenyi Fang

PLPP: PROMPT LEARNING WITH PERPLEXITY IS SELF-DISTILLATION FOR VISION-LANGUAGE MODELS

Pre-trained Vision-Language (VL) models such as CLIP have demonstrated their excellent performance across numerous downstream tasks. A recent method, Context Optimization (CoOp), further improves the performance of VL models on downstream tasks by introducing prompt learning. CoOp optimizes a set of…