PolyVivid: Vivid Multi-Subject Video Generation with Cross-Modal Interaction and Enhancement

A penguin is standing on the lawn, with a giraffe behind it. A young man stands in front of the Statue of Liberty. A man in a tuxedo stands beside Tokyo Tower. A man is standing next to a traditional Japanese lantern. A woman is looking at a small, fluffy dog.