Neural Distance Embeddings for Biological Sequences

Neural Information Processing Systems 

The vector space can then be used to study the relationship between sequences and, potentially, decode new ones (see Section 7.2). On the right, an example of the hierarchical clustering produced on the Poincaré disk.