Place 2 wooden spoons on opposite long sides of 1 potato on cutting board. Partially cut potato crosswise into 8 to 12 thin slices, stopping when knife hits spoons. Repeat with remaining potatoes. Place, cut sides up, on baking sheet sprayed with cooking spray. Gently spread potato slices slightly apart; brush with dressing. Sprinkle with cheese and pepper.