Working Paper
Product Aesthetic Design: A Machine Learning Augmentation
Jan 24, 2023
Develops a machine learning model that combines a probabilistic variational autoencoder (VAE) with adversarial components from generative adversarial networks (GAN) and supervised learning that can be used to augment human judgment for autos and other products where aesthetic design plays a major role in market acceptance.