You have a few options, if you have a tanky build, keep an item that can destroy curses, otherwise, just have a lot of damage. Those enemies are just a check that you have enough damage(that's why they sleep turn 1), if you can't beat them then play around with synergies to get an op weapon (like pickaxe, curse blade, bows ect)