Manifold Disentangling
Geometric Manifold Component Estimator
Introduced by Pfau et al. in Disentangling by Subspace DiffusionGeomancer is a nonparametric algorithm for symmetry-based disentangling of data manifolds. It learns a set of subspaces to assign to each point in the dataset, where each subspace is the tangent space of one disentangled submanifold. This means that geomancer can be used to disentangle manifolds for which there may not be a global axis-aligned coordinate system.
Source: Disentangling by Subspace Diffusion
Papers
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Usage Over Time
Components
| Component | Type |
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| 🤖 No Components Found | You can add them if they exist; e.g. Mask R-CNN uses RoIAlign |
