A Deep Factorization of Style and Structure in Fonts
Table 1: L2 reconstruction per glyph by number of observed characters. “Full” includes the entire test set while “Hard” is measured only over the 10% of test fonts with the highest L2 distance from the closest font in train.
['Observations', 'Test Full 1', 'Test Full 2', 'Test Full 4', 'Test Full 8', 'Test Hard 1', 'Test Hard 2', 'Test Hard 4', 'Test Hard 8']
Each model is given a random subsample of glyphs from each test font (we measure at 1, 2, 4, and 8 observed characters), with their character labels. We measure the average L2 distance between the image reconstructions for the unobserved characters and the ground truth, after scaling intensities to [0,1].