The goal of the study was to uncover hidden factors in data using a new model called TC-VAE. Previous models could only find factors that were already known, but TC-VAE can discover new factors not seen before. The researchers tested their model on real datasets with uneven factors and found that TC-VAE performed better than other models in identifying these hidden factors.