Shu-Hua Zhu

CMSP: a cross-modal similarity preservation method to improve CLIP performance

As a fundamental task in multimedia information retrieval, cross-modal image-text retrieval connects heterogeneous visual and linguistic modalities to support bi-directional image and text search by creating semantic correlations. While foundational models represented by CLIP provide high-quality baseline features and...