2 papers
cs.CV2023
DualMatch: Robust Semi-Supervised Learning with Dual-Level Interaction
Cong Wang, Xiaofeng Cao, Lanzhe Guo2 +1
Semi-supervised learning provides an expressive framework for exploiting unlabeled data when labels are insufficient. Previous semi-supervised learning methods typically match mode…
cs.LG2018
A Divide-and-Conquer Approach to Geometric Sampling for Active Learning
Xiaofeng Cao
Active learning (AL) repeatedly trains the classifier with the minimum labeling budget to improve the current classification model. The training process is usually supervised by an…