Empirical comparison of evolutionary approaches for searching the latent space of Generative Adversarial Networks for the human face generation problem.
Jimena MignacoGonzalo ReyJairo CorreaSergio NesmachnowJamal ToutouhPublished in: GECCO Companion (2024)
Keyphrases
- human faces
- evolutionary approaches
- latent space
- generative model
- face detection
- facial expressions
- gaussian process latent variable models
- genetic programming
- face recognition
- lighting conditions
- evolutionary computation
- face images
- machine learning
- latent variables
- high dimensional
- scatter search
- low dimensional
- image processing
- manifold learning
- probabilistic model
- computer vision
- lower dimensional
- pose estimation
- matrix factorization
- video sequences
- feature points
- evolutionary algorithm
- neural network