Generative Distribution Embeddings: Lifting autoencoders to the space of distributions for multiscale representation learning

Nic Fishman, Gokul Gowri, Peng Yin +2

Many real-world problems require reasoning across multiple scales, demanding models which operate not on single data points, but on entire distributions. We introduce generative di…