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You mention that you choose icosahedron as the proxy mesh of each 2D Gaussian.
..., we follow 3DGRT to fit a bounding proxy of each 2D Gaussian using an adaptive icosahedron mesh...
However, it seems simplier to use only two triangles to bound the 2D Gaussian, as in EnvGS (https://zju3dv.github.io/envgs/):
..., we propose to represent each 2D Gaussian with two triangles...
This will only use 2 triangles per primitive instead of 20 triangles used by icosahedron. I wonder if you regard this a better choice over icosahedron?