🤖 Less Gaussians, Texture More: 4K Feed-Forward Textured Splatting

"Existing feed-forward 3D Gaussian Splatting methods predict pixel-aligned primitives, leading to a quadratic growth in primitive count as resolution increases. This fundamentally limits their scalability, making high-resolution synthesis such as 4K intractable. We introduce LGTM (Less Gaussians, Texture More), a feed-forward framework that overcomes this…"

https://machinelearning.apple.com/research/less-gaussians-texture-more