2 papers
stat.ML2026
MTSSL: Meta-Thresholding Semi-Supervised Learning
Shuyang Liu, Ziang Zeng, Ruiqiu Zheng +4
A large body of Semi-supervised Learning~(SSL) algorithms encounter the threshold to select pseudo-labels. The value of across different SSL algorithms can vary depending o…
cs.CV2024
Towards Clinician-Preferred Segmentation: Leveraging Human-in-the-Loop for Test Time Adaptation in Medical Image Segmentation
Shishuai Hu, Zehui Liao, Zeyou Liu +1
Deep learning-based medical image segmentation models often face performance degradation when deployed across various medical centers, largely due to the discrepancies in data dist…