WeLa-VAE: Learning Alternative Disentangled Representations Using Weak Labels

Vasilis Margonis, Athanasios Davvetas, Iraklis A. Klampanos

Learning disentangled representations without supervision or inductive biases, often leads to non-interpretable or undesirable representations. On the other hand, strict supervisio…