I seem to be having the same problem as well.
It can't be the charger; I've tried too many of them.
It isn't the OS; I have a perfectly working S3 Slim.
It isn't the battery; it's brand new.
My "hunch": USB port on the S3.
If you have to tinker with MULTIPLE chargers of various sorts, and you...