m-Just
m-Just
Hi! The new directory names 0, 1, ..., 999 cause trouble for using `torchvision.datasets.ImageFolder`, which sorts the names into 0, 1, 10, 100, ..., 999, different from the original order....
Yeah, thanks for your confirmation! Great work~
Given *f* and *g*, the joint distribution of *y* and *z* is determined by the distribution of *x*. Suppose an *x* maps to *(y, z)* and *p(x) > a >...
1. Yes, we didn't define this mapping explicitly. It stands for the mapping induced by the feature extractor, and the mapping changes as we train the extractor. The point is...
Hi, thanks for your interest in our work! 1. I think 1~2% average difference at most is normal. I'm afraid that I could not find the results of every split....
Hi, thank you for your interest in our work! To quantify the shifts, you must train an environment classifier first, and then use the classifier to extract the requested features....
Without labels, only diversity shift can be quantified. You need labels for both training and test data to quantify correlation shift. If you have reasons to believe that your model...