2 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.CV2022★ 2 cited
Effective Out-of-Distribution Detection in Classifier Based on PEDCC-Loss
Qiuyu Zhu, Guohui Zheng, Yingying Yan
Deep neural networks suffer from the overconfidence issue in the open world, meaning that classifiers could yield confident, incorrect predictions for out-of-distribution (OOD) sam…
cs.CV2021
Generation and frame characteristics of predefined evenly-distributed class centroids for pattern classification
Haiping Hu, Yingying Yan, Qiuyu Zhu +1
Predefined evenly-distributed class centroids (PEDCC) can be widely used in models and algorithms of pattern classification, such as CNN classifiers, classification autoencoders, c…