Chun-Wei Wang

Variational and Hierarchical Recurrent Autoencoder

Despite a great success in learning representation for image data, it is challenging to learn the stochastic latent features from natural language based on variational inference. The difficulty in stochastic sequential learning is due to the posterior collapse caused by an autoregressive decoder whi…