2 papers
cs.CV2025
Synthetic Data is an Elegant GIFT for Continual Vision-Language Models
Bin Wu, Wuxuan Shi, Jinqiao Wang +1
Pre-trained Vision-Language Models (VLMs) require Continual Learning (CL) to efficiently update their knowledge and adapt to various downstream tasks without retraining from scratc…
cs.CV2025
An Empirical Study of Validating Synthetic Data for Text-Based Person Retrieval
Min Cao, Yuxin Lu, Ziyin Zeng +3
Data plays a pivotal role in Text-Based Person Retrieval (TBPR) research. Mainstream research paradigm necessitates real-world person images with manual textual annotations for tra…