Besides CCA, a few others learn a visual-semantic or multimodal embedding space of image descriptions and representations by optimizing a ranking cost function (Kiros et al., 2015; Socher et al., 2014; <cite>Vendrov et al., 2016)</cite> or by aligning image regions (objects) and segments of the description Plummer et al., 2015) in a common space.