Next, each glyph image, x ij , is generated independently, conditioned on the corresponding font variable, z j , and a characterspecific parameter vector, e i ∈ R k , which we refer to as a character embedding.
glyphs of the same character type share a character embedding, while glyphs of the same font share a font variable.