2 papers
cs.CV2026
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…
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…