You can use this:
$paged = (get_query_var('paged')) ? get_query_var('paged') : 1;
$paged
will have the value 1 in you are or the first page or the value of respective pagination page number.
Depending on this you can call get_template_part()
to load the desired template for the page.
Let me know if this helps.