There have been designs for a cryogenic open-circuit scuba which has liquid-air tanks instead of cylinders.
The Russian Kriolang (from Greek cryo- (= "frost" taken to mean "cold") + English "lung") was copied from Jordan Klein's "Mako" cryogenic open-circuit scuba.