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manifold topology

3 papers

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Co-occurring keywords · papers mentioning both

homology group (1) mode collapse detection (1) topological invariant (1) 3d imaging (1) topological analysis (1) generative model evaluation (1) deep generative model (1) variational autoencoder (1) deep neural network (1) disentangled representation (1)

Papers

3D Manifold Topology Based Medical Image Data Augmentation ACML 2022 Evaluating the Disentanglement of Deep Generative Models through Manifold Topology ICLR 2021 Manifold Topology Divergence: a Framework for Comparing Data Manifolds. NeurIPS 2021