2 papers
cs.CV2025
Generalizable Prompt Learning of CLIP: A Brief Overview
Fangming Cui, Yonggang Zhang, Xuan Wang +2
Existing vision-language models (VLMs) such as CLIP have showcased an impressive capability to generalize well across various downstream tasks. These models leverage the synergy be…
cs.CV2024
Advancing Prompt Learning through an External Layer
Fangming Cui, Xun Yang, Chao Wu +2
Prompt learning represents a promising method for adapting pre-trained vision-language models (VLMs) to various downstream tasks by learning a set of text embeddings. One challenge…