Fated to Love You S01 E11 Episode 11

"One night stand or a lifetime of love? A sweet reverse romance between a man and a woman who are both free spirits"

Gun has amnesia, which prevents whim from remembering anything that's happened over the past three months, including being in love with Mi Young.