Abstract: The Transformer architecture has demonstrated remarkable results in 3D medical image segmentation due to its capability of modeling global relationships. However, it poses a significant ...
Abstract: With the phenomenal success of diffusion models and ChatGPT, deep generation models (DGMs) have been experiencing explosive growth. Not limited to content generation, DGMs are also widely ...
Abstract: We present XCube (abbreviated as X 3), a novel generative model for high-resolution sparse 3D voxel grids with arbitrary attributes. Our model can generate millions of voxels with a finest ...
The software runs in Python 3.10 and Tensorflow 2.10.0. You can refer to Tensorflow official website for the installation guideline. Alternatively, you can create a ...
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