Tuan-Hung Vu*

Reliability in Semantic Segmentation: Can We Use Synthetic Data?

"Assessing the robustness of perception models to covariate shifts and their ability to detect out-of-distribution (OOD) inputs is crucial for safety-critical applications such as autonomous vehicles. By nature of such applications, however, the relevant data is difficult to collect and annotate. In…