ImageBind: One Embedding Space To Bind Them All.
Rohit GirdharAlaaeldin El-NoubyZhuang LiuMannat SinghKalyan Vasudev AlwalaArmand JoulinIshan MisraPublished in: CoRR (2023)
Keyphrases
- embedding space
- euclidean space
- low dimensional
- manifold learning
- graph embedding
- dimensionality reduction
- input space
- high dimensional
- geometric structure
- data points
- nonlinear dimensionality reduction
- high dimensional data
- geodesic distance
- euclidean distance
- closed form
- nearest neighbor
- feature space
- relative position
- image sequences
- feature extraction
- manifold structure
- riemannian manifolds
- subspace learning
- kernel matrix
- geometric properties
- gaussian mixture
- machine learning
- semi supervised