Auto populated password field does not hide label

I have a username and password field that uses jLabel. When I enter my email address into the first text input, the password automatically fills in, but the jLabel is visible still in the password field.

[timmaybrown]

I have the same issue. Any ideas or available events that can watch for this and trigger the hide of the label. Thanks! Great plugin other than this one issue.