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You should be able to just truncate your date field to 'week' and specify the start date. It would look like this:
From there, you can use it in your view as an Exact Date to show the actual date. The only issue is that it will automatically show the week start date, not end. I'm not sure if you can change that unless you drag in another date field at the same time and show the MAX date for each week.