Autonomous driving significantly benefits from datadriven deep neural networks. However,
the data in autonomous driving typically fits the long-tailed distribution, in which the critical …

Autonomous driving significantly benefits from data-driven deep neural networks. However,
the data in autonomous driving typically fits the long-tailed distribution, in which the critical …

Datasets are essential for training and testing vehicle perception algorithms. However, the
collection and annotation of real-world images is time-consuming and expensive. Driving …

The sensor suite for assisted and automated driving functions vehicle is critical to the
function of a vehicle, but also the first and most important limitation to the level of automation …