GeoEdit constructs local tangent frames from small perturbations to initial noise, enabling Jacobian-free on-manifold edits in diffusion models via alternating tangent steps and diffusion projections.
In: International conference on machine learning
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TreeGaussian introduces a tree-guided cascaded contrastive framework that models hierarchical semantic relationships in 3D Gaussian scenes to improve consistent segmentation and understanding.
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TreeGaussian: Tree-Guided Cascaded Contrastive Learning for Hierarchical Consistent 3D Gaussian Scene Segmentation and Understanding
TreeGaussian introduces a tree-guided cascaded contrastive framework that models hierarchical semantic relationships in 3D Gaussian scenes to improve consistent segmentation and understanding.