Detecting Out-of-Distribution Samples via Conditional Distribution Entropy with Optimal Transport

Chuanwen Feng, Wenlong Chen, Ao Ke +3

When deploying a trained machine learning model in the real world, it is inevitable to receive inputs from out-of-distribution (OOD) sources. For instance, in continual learning se…