Thibaut Loiseau

Reliability in Semantic Segmentation: Can We Use Synthetic Data?

2023 · arXiv (Cornell University)

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 …