A singular Riemannian geometry approach to deep neural networks II. Reconstruction of 1-D equivalence classes.
Alessandro BenfenatiAlessio MartaPublished in: Neural Networks (2023)
Keyphrases
- equivalence classes
- neural network
- equivalence class
- three dimensional
- information geometry
- shape reconstruction
- geodesic distance
- artificial neural networks
- directed acyclic graph
- bayesian network structures
- pattern recognition
- high resolution
- shape analysis
- image reconstruction
- fine scale
- fuzzy logic
- tangent space
- internal camera parameters
- euclidean space
- affine invariant
- lie group
- fisher information
- conditional independencies