JoVox: Joint Hierarchical Flow Matching for Lightweight Voxel Generation

JoVox is a discrete flow matching framework that jointly learns the distribution of all levels in a voxel hierarchy to improve lightweight voxel generation. By allowing finer cells to influence coarse cell prediction and using two-level prediction, it reduces the number of levels processed and increases voxel fidelity.