2 papers
cs.LG2024
Foundation Model Makes Clustering A Better Initialization For Cold-Start Active Learning
Han Yuan, Chuan Hong
Active learning selects the most informative samples from the unlabelled dataset to annotate in the context of a limited annotation budget. While numerous methods have been propose…
cs.CV2024
Clinical Domain Knowledge-Derived Template Improves Post Hoc AI Explanations in Pneumothorax Classification
Han Yuan, Chuan Hong, Pengtao Jiang +5
Background: Pneumothorax is an acute thoracic disease caused by abnormal air collection between the lungs and chest wall. To address the opaqueness often associated with deep learn…