How to keep hair flat while working out?

my hair is short and usually flat because i wear a hat to sleep lol, but when i work out i get sweaty and my hair poofs out and looks VERY GAY. is there somehow i could keep my hair flat so it doesnt poof out? i dont want to wear a hat/toque while working out, but i will if i have to!