Figure 4

DCLGAN architecture involves learning two mappings: G1: A → B and G2: B → A. The encoded half of G1 and G2 is then labeled as G1enc and G2enc, respectively. G1enc and H_A serve as the embedding for A, while G2enc and H_B serve as the embedding for B¹⁴.