Google researchers have published a paper introducing the ObjectDrop Bootstrapping Counterfactuals approach for realizing realistic-feeling object removal and insertion. Faced with the problem that diffusion models often generate images that violate the laws of physics, this method supports realistic object insertion, making effects such as occlusions, shadows, and reflections more realistic.
Paper address:
https://arxiv.org/pdf/2403.18818.pdf