The album Three Cheers for Sweet Revenge was released in 2003 .
The album earned the band a large underground following , but they were not able to emerge into the mainstream until their second album , Three Cheers for Sweet Revenge ( 2004 ) , released a couple of years later .
I Brought You My Bullets, You Brought Me Your Love