amzn / convolutional-handwriting-gan

ScrabbleGAN: Semi-Supervised Varying Length Handwritten Text Generation (CVPR20)
https://www.amazon.science/publications/scrabblegan-semi-supervised-varying-length-handwritten-text-generation
MIT License
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Could you explain more about "The fourth column (‘Refine’)" in Table.2 of your Paper #22

Open rlgnswk opened 2 years ago

rlgnswk commented 2 years ago

Hello, Thanks to your great work.

I just read your paper now. Actually, I am in trouble to understanding the meaning of "The fourth column (‘Refine’)" in Table.2 of your Paper

You wrote like that "The last row further fine-tunes the latter model using the original training data".

It means just you tried to do more training than 3rd column?

image

rlit commented 2 years ago

Hi @rlgnswk, thanks!

You can look at it as "pre-training", we used the 3rd row as an initialization for the "regular" supervised training.

The ± is std over a few separate training sessions