Sauté carrots and celery in butter until soft and tender (not brown). Add milk and bring to a boil.
Cook oysters in own liquor until edges curl (about 5 minutes).
Combine oyster and vegetable mixtures. Season to taste with salt, pepper and paprika. Garnish with parsley. Serve immediately, it curdles if left standing.