MorphoFlow learns compact probabilistic 3D shape representations from sparse annotations using neural implicits, autodecoders, autoregressive flows, and adaptive sparsity priors on latent dimensions.
arXiv preprint arXiv:2407.15260 (2024)
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MorphoFlow: Sparse-Supervised Generative Shape Modeling with Adaptive Latent Relevance
MorphoFlow learns compact probabilistic 3D shape representations from sparse annotations using neural implicits, autodecoders, autoregressive flows, and adaptive sparsity priors on latent dimensions.