Bind events directly to the input element. Use jQuery Mobile's virtual events, or bind standard JavaScript events, like change, focus, blur, etc.:
input
$( ".selector" ).bind( "change", function(event, ui) { ... });
The text input plugin has the following custom events:
create
$( ".selector" ).textinput({ create: function(event, ui) { ... } });