HyperLiDAR uses hyperdimensional computing to enable lightweight post-deployment adaptation of LiDAR segmentation, matching state-of-the-art accuracy with up to 13.8x faster retraining on edge devices.
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HyperLiDAR: Adaptive Post-Deployment LiDAR Segmentation via Hyperdimensional Computing
HyperLiDAR uses hyperdimensional computing to enable lightweight post-deployment adaptation of LiDAR segmentation, matching state-of-the-art accuracy with up to 13.8x faster retraining on edge devices.