Kavli Affiliate: Jiansheng Chen | First 5 Authors: Yingrui Ji, Yao Zhu, Zhigang Li, Jiansheng Chen, Yunlong Kong | Summary: In the dynamic realms of machine learning and deep learning, the robustness and reliability of models are paramount, especially in critical real-world applications. A fundamental challenge in this sphere is managing Out-of-Distribution (OOD) samples, significantly […]
Continue.. Advancing Out-of-Distribution Detection through Data Purification and Dynamic Activation Function Design