[HTML][HTML] Automated data processing and feature engineering for deep learning and big data applications: a survey
A Mumuni, F Mumuni - Journal of Information and Intelligence, 2024 - Elsevier
Modern approach to artificial intelligence (AI) aims to design algorithms that learn directly
from data. This approach has achieved impressive results and has contributed significantly …
from data. This approach has achieved impressive results and has contributed significantly …
[HTML][HTML] Benchmarking Perception to Streaming Inputs in Vision-Centric Autonomous Driving
T Jin, W Ding, M Yang, H Zhu, P Dai - Mathematics, 2023 - mdpi.com
In recent years, vision-centric perception has played a crucial role in autonomous driving
tasks, encompassing functions such as 3D detection, map construction, and motion …
tasks, encompassing functions such as 3D detection, map construction, and motion …
MEDL-U: Uncertainty-aware 3D Automatic Annotator based on Evidential Deep Learning
Advancements in deep learning-based 3D object detection necessitate the availability of
large-scale datasets. However, this requirement introduces the challenge of manual …
large-scale datasets. However, this requirement introduces the challenge of manual …