My one wish is that machine learning papers would use paper titles that actually described what the paper was about. I suppose there is a certain 'evolutionary pressure' where clever titles 'outcompete' dryer, more descriptive titles (or it seems that way). But i don't like it.
This also happens with security vulnerabilities as well (Heartbleed, POODLE, GHOST, Shellshock, FREAK, CRIME, SMACK)