XCube: Large-Scale 3D Generative Modeling Using Sparse Voxel Hierarchies

Xuanchi Ren,Jiahui Huang,Xiaohui Zeng,Ken Museth,Sanja Fidler,Francis Williams

2024 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, CVPR 2024（2024）

引用 50|浏览44

关键词

Large-scale 3D,Sparse Voxel,Voxel Size,Hierarchical Model,Diffusion Model,Latent Model,High-resolution 3D,Voxel Grid,High-resolution Grid,Sparse Grid,Semantic,Low Resolution,Decoding,Probabilistic Model,Point Cloud,Generative Adversarial Networks,Latent Space,Real-world Datasets,Latent Representation,Variational Autoencoder,3D Scene,Compact Representation,Earth Mover’s Distance,Refinement Network,LiDAR Scans,Sparse Structure,3D Datasets,Inductive Bias,Pose Challenges

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