2026
SparseWorld-TC: Trajectory-Conditioned Sparse Occupancy World Model
CVPR 2026
This paper introduces a novel architecture for trajectory-conditioned forecasting of future 3D scene occupancy. In contrast to methods that rely on variational autoencoders (VAEs) to generate discrete occupancy tokens, which inherently limit representational capacity, our approach predicts multi-fra