Extremely Simple Multimodal Outlier Synthesis for Out-of-Distribution Detection and Segmentation

Moru Liu, Hao Dong, Jessica Kelly +2

Out-of-distribution (OOD) detection and segmentation are crucial for deploying machine learning models in safety-critical applications such as autonomous driving and robot-assisted…