Wiktionary
keep it up
vb. 1 (context idiomatic English) To maintain or continue a positive streak. 2 (context idiomatic English) To maintain one's erection.
Wikipedia
Keep It Up
Keep it Up was the third album released by the rock band Loverboy in 1983. With new hit tracks like " Hot Girls in Love", the album became an instant hit, and reached #7 on the charts, as did the previous album released by the band.