Luke Dickens

On the Transferability of VAE Embeddings using Relational Knowledge with Semi-Supervision

2020 · arXiv (Cornell University)

We propose a new model for relational VAE semi-supervision capable of balancing disentanglement and low complexity modelling of relations with different symbolic properties. We compare the relative benefits of relation-decoder complexity and latent space structure …