Augment on Manifold: Mixup Regularization with UMAP.
Yousef El-LahamElizabeth FonsDillon DaudertSvitlana VyetrenkoPublished in: ICASSP (2024)
Keyphrases
- projection operator
- manifold regularization
- graph laplacian
- manifold learning
- prior information
- information geometry
- regularization parameter
- regularization methods
- regularization method
- high dimensional
- euclidean space
- heat kernel
- low dimensional
- feature space
- neural network
- shape model
- fisher information
- semi supervised learning