"

Absolutely there is a difference.  However, the definition of celebacy is not ""abstaining from desire,"" but is rather (from the dictionary):

• an unmarried status 
• chastity; abstaining from sexual relations (as because of religious vows) 

An asexual person could certainly take part in a religious calling or tradition that involves the celibate life.  "