Xuegang Hu

Class-Specific Semantic Generation and Reconstruction Learning for Open Set Recognition

Open set recognition is a crucial research theme for open-environment machine learning. For this problem, a common solution is to learn compact representations of known classes and identify unknown samples by measuring deviations from these known classes. However, the aforementioned methods (1) lack…