MCAD: Multi-teacher Cross-modal Alignment Distillation for efficient image-text retrieval

no code implementations • 30 Oct 2023 • Youbo Lei, Feifei He, Chen Chen, Yingbin Mo, Si Jia Li, Defeng Xie, Haonan Lu

Due to the success of large-scale visual-language pretraining (VLP) models and the widespread use of image-text retrieval in industry areas, it is now critically necessary to reduce the model size and streamline their mobile-device deployment.

Retrieval Text Retrieval