IEEE transactions on pattern analysis and machine intelligence
Towards Enhanced Representation Learning for Single-Source Domain Generalization in LiDAR Semantic Segmentation.
Hyeonseong Kim, Yoonsu Kang, Changgyoon Oh, Kuk-Jin Yoon
Published: 202610.1109/TPAMI.2026.3654352
Abstract
With the success of the 3D deep learning models, various perception technologies for autonomous driving have been developed in the LiDAR domain. While these models perform well in the trained source domain, they struggle in unseen domains with a doma…
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