PointSD uses a frozen Stable Diffusion model, conditioned on point clouds through rendered images, to generate training targets for point cloud self-supervised learning.
Crosspoint: Self-supervised cross-modal contrastive learning for 3d point cloud understanding
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Harnessing Text-to-Image Diffusion Models for Point Cloud Self-Supervised Learning
PointSD uses a frozen Stable Diffusion model, conditioned on point clouds through rendered images, to generate training targets for point cloud self-supervised learning.