Label efficient visual abstractions for autonomous driving

A Behl, K Chitta, A Prakash, E Ohn-Bar… - 2020 IEEE/RSJ …, 2020 - ieeexplore.ieee.org
It is well known that semantic segmentation can be used as an effective intermediate
representation for learning driving policies. However, the task of street scene semantic …

Reinforced wasserstein training for severity-aware semantic segmentation in autonomous driving

X Liu, Y Zhang, X Liu, S Bai, S Li, J You - arXiv preprint arXiv:2008.04751, 2020 - arxiv.org
Semantic segmentation is important for many real-world systems, eg, autonomous vehicles,
which predict the class of each pixel. Recently, deep networks achieved significant progress …