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By cleverly inserting semantic waypoints into pixel-space diffusion, WiT achieves faster convergence and better image quality without resorting to information-lossy latent representations.
A surprisingly simple linear operator with just 12 parameters can effectively align global energy in low-light image enhancement, outperforming complex architectures.