I've had the same problem with my brand-new $1,200 bike. The front derailleur is a Shimano 105. I've taken it in for adjustments twice, and it's a little better each time, but it still came off once this weekend. I'm being extremely careful not to shift under load. I don't really have any answers, but it's very frustrating.