Domain Adaptation for Neural Networks by Parameter Augmentation
Table 5: Domain adaptation from MSCOCO to Flickr30K dataset.
['[EMPTY]', 'B1', 'B2', 'B3', 'B4', 'M', 'C']
Again, we observe that the proposed method achieves the best score among the other methods. The difference between All and FineTune is bigger than in the previous setting because two datasets have different captions even for similar images. The scores of FineTune and Dual are at almost the same level.