A survey of uncertainty in deep neural networks

J Gawlikowski, CRN Tassi, M Ali, J Lee, M Humt… - Artificial Intelligence …, 2023 - Springer
Over the last decade, neural networks have reached almost every field of science and
become a crucial part of various real world applications. Due to the increasing spread …

General Place Recognition Survey: Towards Real-World Autonomy

P Yin, J Jiao, S Zhao, L Xu, G Huang, H Choset… - arXiv preprint arXiv …, 2024 - arxiv.org
In the realm of robotics, the quest for achieving real-world autonomy, capable of executing
large-scale and long-term operations, has positioned place recognition (PR) as a …

3D Object Detection in Autonomous Driving

P Yun, Y Liu, X Yan, J Li, J Wang, L Tai, N Jin… - Autonomous Driving …, 2023 - Springer
Abstract 3D object detection is an important perception module in autonomous driving
systems. It recognizes sensor observations and predicts locations, sizes and orientations of …