I did. I got a couple of random low-res thumbnails (they were just generic enough that I wasn't sure if they were actually original photos, or Google samples), and that was it – the rest were mysteriously missing.

They were clearly there on the server somewhere, but something was causing them not to be shown on the web, or the latest version of the Google Photos app.