Abstract: Recently, test-time adaptation has attracted wide interest in the context of vision-language models for image classification. However, to the best of our knowledge, the problem is completely ...

Abstract: Vision-based industrial inspection (VII) aims to locate defects quickly and accurately. Supervised learning under a close-set setting and industrial anomaly detection, as two common ...

Abstract: Medical ultrasound image segmentation is a vital diagnostic technique for identifying abnormalities, including tumors, cysts, and inflammation. To obtain accurate segmentation efficiently, ...