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Early fusion strategies. (a) Unimodal vector stacking alternatives. dim(M) is the combined dimensionality of the set of modalities M. m is the number of modalities and t the number of steps. (b) Architecture of a regular AE for early fusion with fusion layer marked in blue. (c) Visualization of the assumptions underlying variational AEs.
