Continuous hierarchical representations with poincaré Variational Auto-Encoder
The Variational Auto-Encoder (VAE) is a popular method for learning a generative model and embeddings of the data. Many real datasets are hierarchically structured. However, traditional VAEs map data in a Euclidean latent space which cannot efficiently embed tree-like structures. Hyperbolic spaces w...
| Автори: | , , , , |
|---|---|
| Формат: | Conference item |
| Мова: | English |
| Опубліковано: |
Curran Associates
2019
|