one day visa for long transit time in HK

HI , I' m booking a trip to bangkok with Cathai Pacific .

As I seen that the transit time (of return trip) in HK will be over 15 hours , I want to know if I can get a 1 day entry permit to visit the town

Thanks in advance

Best Regards