Yuanduo Hong

Real-time Robust Semantic Segmentation via Low-Resolution Ensemble.

Semantic segmentation algorithms constitute a critical component for vision-based perception in robotics and autonomous driving. Real-world deployment in uncertain environments requires such algorithms to be both low-latency and robust against common corruptions. However, the limited representation ability of real-time...