GaussianFormer-2: Probabilistic Gaussian Superposition for Efficient 3D Occupancy Prediction

Figure 1. We approach efficient object-centric scene representation from a probabilistic perspective and propose the probabilistic Gaussian superposition model, which achieves SOTA performance with as few as 8.9% of Gaussians in GaussianFormer [14].