Euntai Kim*

Decomposition of Neural Discrete Representations for Large-Scale 3D Mapping

"Learning efficient representations of local features is a key challenge in feature volume-based 3D neural mapping, especially in large-scale environments. In this paper, we introduce Decomposition-based Neural Mapping (DNMap), a storage-efficient large-scale 3D mapping method that employs a discret…