Out-of-distribution detection based on subspace projection of high-dimensional features output by the last convolutional layer

Qiuyu Zhu, Yiwei He

Out-of-distribution (OOD) detection, crucial for reliable pattern classification, discerns whether a sample originates outside the training distribution. This paper concentrates on…