IEEE

Semi-supervised ultrasound image segmentation via dual-backbone network and bidirectional contrastive learning

Abstract: Semi-supervised semantic segmentation is crucial for medical ultrasound image analysis, but it faces challenges due to limited labeled data and difficulty in capturing global and local ...
IEEE

Semi-Supervised Learning Under Extreme Class Imbalance in Wafer Bin Map Defect Pattern Classification

Abstract: The semiconductor industry faces significant challenges in wafer quality assessment due to the increasing complexity of device fabrication and the rise in inline defects and circuit failures ...
GitHub

Keep It on a Leash: Controllable Pseudo-label Generation Towards Realistic Long-Tailed Semi-Supervised Learning

Yaxin Hou, Bo Han, Yuheng Jia, Hui Liu, Junhui Hou, Keep It on a Leash: Controllable Pseudo-label Generation Towards Realistic Long-Tailed Semi-Supervised Learning, Advances in Neural Information ...