how are you converting them to jpg?
Some types of jpg images save additional little information to the file, which don't work when used in many web applications. If your image editor has a "save for web" little checkbox, make sure its checked.
I strongly discourage you from saving as a gif, unless its something with only a few colors and simple design, like a chart or clip art or something.