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洞見 - Convolutional Learning
Tangent Bundle Convolutional Learning: Manifold Signals to Cellular Sheaves
Introducing convolution over tangent bundles of Riemann manifolds, leading to novel architectures for processing vector fields on manifolds.
Tangent Bundle Convolutional Learning: Manifolds to Cellular Sheaves
Introducing a novel convolution operation over tangent bundles of Riemann manifolds, leading to Tangent Bundle Neural Networks (TNNs) operating on vector fields over manifolds.