Multiobjective evolutionary search of the latent space of Generative Adversarial Networks for human face generation.
Jairo CorreaJimena MignacoGonzalo ReyBenjamín MachínSergio NesmachnowJamal ToutouhPublished in: GECCO Companion (2023)
Keyphrases
- human faces
- multi objective
- evolutionary search
- evolutionary algorithm
- latent space
- generative model
- gaussian process latent variable models
- fitness function
- lighting conditions
- facial expressions
- optimization algorithm
- face images
- face detection
- genetic algorithm
- face recognition
- multi objective optimization
- latent variables
- gaussian process
- optimization problems
- search procedure
- low dimensional
- parameter space
- genetic programming
- feature points
- differential evolution
- manifold learning
- feature selection
- evolutionary process
- lower dimensional
- nsga ii
- simulated annealing
- dimensionality reduction
- matrix factorization
- high dimensional
- prior knowledge
- probabilistic latent semantic analysis
- feature extraction
- objective function
- transfer learning