Tag: geometry
All the articles with the tag "geometry".
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Geodesic Calculus on Latent Space
A review of Geodesic Calculus on Latent Spaces (Hartwig et al., 2025), explaining its mathematical foundations in differential geometry, demonstrating a VAE-based implementation on MNIST with a learned projection operator, and visualizing how geodesic paths yield more realistic, manifold-aware interpolations than linear ones.