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aelnouby / Text-to-Image-Synthesis

Pytorch implementation of Generative Adversarial Text-to-Image Synthesis paper
GNU General Public License v3.0
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Manifold interpolation #17

Closed ashual closed 6 years ago

ashual commented 6 years ago

In the original paper, the authors show that their manifold interpolation gets a big improvement. Did you implement this part in your code?

aelnouby commented 6 years ago

The training code does not include this part. However the dataset code support this https://github.com/aelnouby/Text-to-Image-Synthesis/blob/f6d47e4da06defa974390ce813f734dbee75c885/txt2image_dataset.py#L58

One of the dataset class return values is the interpolation embeddings which is the embedding of another random example. You can use it to implement this part in the paper, it should be straight forward.

ashual commented 6 years ago

Thanks