Peng Liu

Emocoop: dynamic vision–language coupling for multi-label emotion classification in Dongba paintings

A dynamic vision–language coupling framework that incorporates latent priors from visual semantics to guide prompt learning and employs a meta-network for adaptive visual prompt generation that advances multi-label emotion classification for ethnic artworks and cross-modal understanding.