We construct an unsupervised learning model that achieves nonlinear disentanglement of
underlying factors of variation in naturalistic videos. Previous work suggests that …

In this paper, we describe a universal method for extracting the underlying monotonic trend
factor from time series data. We propose an approach related to the Mann-Kendall test, a …