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the technique really isn’t “stable diffusion” at all. I’ve seen a couple papers build 3D generative models on top of GS though. Also depending on the measure of efficiency, 3DGS isn’t more efficient. Maybe more efficient than other NeRF methods but less than explicitly geometry representation.

And like another person explained, there’s no deep learning. There’s not even a neural net. In the other NeRF literature there are neural nets but they usually aren’t deep. RegNeRF uses a deep neural network along side a shallow net for regularization.




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