add_filter('gallery_style',
	create_function(
		'$css',
		'return preg_replace("#<style type=\'text/css\'>(.*?)</style>#s", "", $css);'
		)
	);

And these are the classes for your stylesheet:

.gallery {}
.gallery-item {}
.gallery-icon {}
.gallery-caption {}