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By using optimal transport to guide cross-attention, SceneTransporter disentangles image patches and 3D latents, leading to more coherent and geometrically faithful 3D scene generation from single images.
Ditch pixel-by-pixel processing: C$^2$SSM achieves state-of-the-art UHD image restoration by scanning semantic clusters, not individual pixels, for a massive efficiency boost.
