Fu-Xian Sui

TriCLIP: Tri-stage Calibration of Prompts, Evidence and Fusion for Robust Biomedical Vision–Language Models

Large visual-language models demonstrate exceptional transferability in biomedical image analysis, yet their robustness remains challenging in generalization scenarios such as few-shot learning. This limitation stems from an overly entangled prompt space, causing instability in the conditional distribution, coupled wit...