Perturbations in the Orthogonal Complement Subspace for Efficient Out-of-Distribution Detection

Zhexiao Huang, Weihao He, Shutao Deng +4

Out-of-distribution (OOD) detection is essential for deploying deep learning models in open-world environments. Existing approaches, such as energy-based scoring and gradient-proje…