Weilei Wang

Role-SynthCLIP: A Role-Play Driven Diverse Synthetic Data Approach

The effectiveness of Contrastive Language-Image Pre-training (CLIP) models critically depends on the semantic diversity and quality of their training data. However, while existing synthetic data generation methods primarily focus on increasing data volume, such emphasis often leads to limited semant