2021
Benchmarks, Algorithms, and Metrics for Hierarchical Disentanglement
ICML 2021oral
In representation learning, there has been recent interest in developing algorithms to disentangle the ground-truth generative factors behind a dataset, and metrics to quantify how fully this occurs. However, these algorithms and metrics often assume that both representations and ground-truth factor…