Is it a webpage that you log into? Or is it BasicAuth or something like that (actual popup window with username/pass/etc)? If it's a web page, then they are likely storing some type of data in a cookie. If you can figure out how they know you are you on the site, you could just simulate a browser, adding the cookie(s), and download your files.
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Patterns have a habit of repeating themselves.
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