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Yes, several people have this issue. I can run 2.7.8 but 3.0.3 just blinks on the screen for a moment. I run Windows7-64bit as well. Deleting the directory doesn't fix it.
See here: https://ultimaker.com/en/community/51597-cura-270-and-303-doesnt-start