CompactSplat: Spatially Adaptive Gaussian Distribution for Feedforward Scene Reconstruction

CompactSplat implements spatially adaptive Gaussian allocation to improve feedforward 3D scene reconstruction from sparse views. The framework uses texture-guided spatial partitioning and hierarchical sampling to reduce redundancy in homogeneous regions and better model planar geometry compared to uniform pixel-based allocation methods.