How many paired images of dataset C in the paper
zhongtao93 opened this issue · 2 comments
zhongtao93 commented
Hi, thank you for sharing source code.
I can't find how many paired image of dataset C. From your experiment, at least how many paired (wi, y) can have a good result?
mchong6 commented
Each training iteration creates a new (wi, y). Normally it takes 200 ~ 500 of batch size 1 iteration, thus it creates 200~500 paired data. I never tested how many you absolutely need, i.e. create only 10 pairs and train 500 iterations on the 10 pairs.
zhongtao93 commented
Thanks, so it selects new(wi, y) automatically instead of manually. I'll study the code carefully.