The speaker of the poem is trying to convince his mistressAn old fashioned term that refers to a woman who is having a sexual relationship with a married man. that they should seize the day and not hold back from expressing their feelings for each other, and so should sleep together.
The fact that this is something he is proposing tells us the couple are not married.