NeuroGauss4D-PCI: 4D Neural Fields and Gaussian Deformation Fields for Point Cloud Interpolation

C Jiang, D Du, J Liu, S Zhu, Z Liu, Z Ma, Z Liang… - arXiv preprint arXiv …, 2024 - arxiv.org
Point Cloud Interpolation confronts challenges from point sparsity, complex spatiotemporal
dynamics, and the difficulty of deriving complete 3D point clouds from sparse temporal …

[PDF][PDF] Frontier-enhanced Topological Memory with Improved Exploration Awareness for Embodied Visual Navigation

X Cui, Q Liu, Z Liu, H Wang - ecva.net
We present a novel graph memory structure for navigation, called Frontier-enhanced
Topological Memory (FTM). Most prior research primarily focuses on maintaining memory …