                                     Method                                    MNIST$\rightarrow$USPS(P0)   USPS$\rightarrow$MNIST(P0)   MNIST$\rightarrow$USPS(P0)   USPS$\rightarrow$MNIST(P0)   SVHN$\rightarrow$MNIST        ------------------------------------------------------------------------- ---------------------------- ---------------------------- ---------------------------- ---------------------------- ------------------------ -- --                     $M_{\mathcal{L}_s+\mathcal{L}_{GAN}}$                          00.00$\pm$0.00               00.00$\pm$0.00               00.00$\pm$0.00               00.00$\pm$0.00             00.00$\pm$0.00                     $M_{\mathcal{L}_s+\mathcal{L}_{GAN}+\mathcal{L}_{cs}}$                  00.00$\pm$0.00               00.00$\pm$0.00               00.00$\pm$0.00               00.00$\pm$0.00             00.00$\pm$0.00             $M_{\mathcal{L}_s+\mathcal{L}_{GAN}+\mathcal{L}_{cs}+\mathcal{L}_{ct}}$       **00.00$\pm$0.00**           **00.00$\pm$0.00**           **00.00$\pm$0.00**           **00.00$\pm$0.00**         **00.00$\pm$0.00**                                            Method                                     A$\rightarrow$W     D$\rightarrow$W    W$\rightarrow$D     A$\rightarrow$D      D$\rightarrow$A      W$\rightarrow$A      Average   ------------------------------------------------------------------------- -------------------- ----------------- ------------------- -------------------- -------------------- -------------------- -----------                     $M_{\mathcal{L}_s+\mathcal{L}_{GAN}}$                      00.00$\pm$0.00     00.00$\pm$0.00     00.00$\pm$0.00       00.00$\pm$0.00       00.00$\pm$0.00       00.00$\pm$0.00       00.00            $M_{\mathcal{L}_s+\mathcal{L}_{GAN}+\mathcal{L}_{cs}}$              00.00$\pm$0.00     00.00$\pm$0.00     