You can also steal them off of the dragons on the floating continent, but it's also too late for that.

Originally posted by Gau
You can get one in the returner's hideout for saying "No" to Banon once.
You get the Gauntlet by talking to Banon once and you get the Genji Glove by refusing to help Banon all three times.