I got the same problem on my Samsung Galaxy Note 2
I am not able to come out of the Safe mode.
Tried the following, as mentioned above :
1) Holding the power & volume down button ( both ways., while switching Off & switching On )
2) Holding the power & volume up button ( both ways., while...