2 papers
cs.CV2026
HyperLiDAR: Adaptive Post-Deployment LiDAR Segmentation via Hyperdimensional Computing
Ivannia Gomez Moreno, Yi Yao, Ye Tian +7
LiDAR semantic segmentation plays a pivotal role in 3D scene understanding for edge applications such as autonomous driving. However, significant challenges remain for real-world d…
cs.LG2024
Lifelong Intelligence Beyond the Edge using Hyperdimensional Computing
Xiaofan Yu, Anthony Thomas, Ivannia Gomez Moreno +2
On-device learning has emerged as a prevailing trend that avoids the slow response time and costly communication of cloud-based learning. The ability to learn continuously and inde…