In saucepan, heat refried beans just until warmed through. Spread evenly in rectangular or oval shallow glass dish. Spread sour cream over top. Sprinkle with cheese.
Mash together avocados, lime juice and salt; dollop over cheese. Top with salsa and sprinkle with black olives and green onion. Serve with Scoops! for dipping.