I think this recent Gaussian Splatting technique could end up working really well for generative models, at least once there is a big corpus of high quality scenes to train on. Seems almost ideal for the task because it gets photorealistic results from any angle, but in a sparse, data efficient way, and it doesn’t require a separate rendering pipeline.