Why use argmax for matching?

WXinlong / DenseCL

Dense Contrastive Learning (DenseCL) for self-supervised representation learning, CVPR 2021 Oral.

GNU General Public License v3.0

544 stars 70 forks source link

Why use argmax for matching? #20

Open gabrielhuang opened 3 years ago

gabrielhuang commented 3 years ago

Hey there, thanks for sharing the code!

I just have a quick question: Why is the argmax used to match features from different views, rather than using the spatial correspondance, which we have access to, since we know which data augmentations were applied to the images?

Thanks.