We term this procedure as On-Demand Augmentation (ODA), because the search can be performed during test time in an on-demand manner. As we shall see in Section 4, due to a limited search space, on-demand augmentation is much faster compared to algorithms in (Gardner et al., 2013; <cite>Gardner et al., 2014)</cite> .