What the Heck?

I am baffled by weird, silly, non-sensical names for musical groups. It seems like in times of complete blank-mindedness, musicians are wont to select words completely at random from the dictionary. I'm not passing judgement on music quality, but here are some examples of musical groups that just boggle the mind:
- Neutral Milk Hotel
- Architecture in Helsinki
- Be Your Own Pet
- Death From Above 1979
- Yeah Yeah Yeahs
- Handsome Boy Modeling School
- The Boy Least Likely To
- Saves the Day
- The Receiving End of Sirens
- Dogs Die in Hot Cars
- A Tribe Called Quest
- Goldie Lookin Chain
- Get Him Eat Him
- The Academy Is...
- Cute Is What We Aim For
- Panic! At The Disco (The exclamation point is what annoys me about this one)
- Jimmy Eat World

I'd love to hear explanations of some of these. I mean, there's a fine line between creativity and desperation for novelty. "The Who" and "The Rolling Stones" actually have clever connotations. I don't believe "Architecture in Helsinki" can tell us much about the band, other than the fact that they're weird.