LANE 1: IMAGE CONDITIONING LANE 2: SPARSE STRUCTURE LANE 3: SLAT DECODING & OUTPUT Optional Features Input Image Tile Background Rem DINOv3 Extract APE / RoPE Toggle Flow Match Sampler Occupied Tokens SLAT Decoding Mesh / Voxel Post-Process