Adversarial reconstruction for Multi-modal Machine Translation
Table 3: G-GWAN : Impact of the noise concatenated to the hidden state of size 512
['[EMPTY]', '[EMPTY]', '| [ITALIC] z| 64', '| [ITALIC] z| 128', '| [ITALIC] z| 256', '| [ITALIC] z| 512']
The G-WGAN also shows improvements over the baseline and obtains similar results to Q-WAAE. Nonetheless, a small discrepancy is noticeable on the COCO-ambiguous. We believe that the main advantage of the Q-WAAE loss is the actual presence of a direct mean square error reconstruction loss along the adversarial loss.