Paired cross-modal data augmentation for fine-grained image-to-text retrieval

• Main Authors: Wang, Hao, Lin, Guosheng, Hoi, Steven C. H., Miao, Chunyan
• Other Authors: School of Computer Science and Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2023
• Subjects: Engineering::Computer science and engineering; Image-to-Text Retrieval; Computing Methodologies
• Online Access: https://hdl.handle.net/10356/164145
• Institution: Nanyang Technological University

This paper investigates an open research problem of generating text-image pairs to improve the training of fine-grained image-to-text cross-modal retrieval task, and proposes a novel framework for paired data augmentation by uncovering the hidden semantic information of StyleGAN2 model. Specific...