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I've never had that, but sticking some cabinet door bumpers on might help. They are cheap & available at many stores.
Google Cabinet Bumpers and you get a zillion types.
If you find some that work well, put a drop of Crazy Glue on them before applying...the adhesive used on most will not hold in the heat of a car interior.