Semi-supervised Learning

Learning Self-supervised Low-Rank Network for Single-Stage Weakly and Semi-supervised Semantic Segmentation

Semantic segmentation with limited annotations, such as weakly supervised semantic segmentation (WSSS) and semi-supervised semantic …

Junwen Pan, Dingwen Zhang, Junwei Han

Learning Object Detectors with Semi-Annotated Weak Labels

For alleviating the human labor associated with annotating the training data for learning object detectors, recent research has focused …

Guoyu Guang, Dingwen Zhang, Junwei Han