Hierarchical Semantic Regularization of Latent Spaces in StyleGANs.
Tejan KarmaliRishubh PariharSusmit AgrawalHarsh RangwaniVarun JampaniManeesh Kumar SinghR. Venkatesh BabuPublished in: ECCV (15) (2022)
Keyphrases
- latent variables
- latent space
- semantic network
- gaussian process latent variable models
- coarse to fine
- concept space
- semantic knowledge
- concept hierarchy
- semantic features
- natural language
- high level
- semantic analysis
- regularization parameter
- semantic information
- image restoration
- semantic search
- hierarchical model
- data sets
- regularization method
- latent semantics
- latent semantic
- semantic similarity
- low level features
- semantic web
- information retrieval