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Generative supervision can transform the landscape of moiré removal, yielding substantial performance gains even in the most challenging real-world scenarios.
Compressing images into 1D token sequences can yield state-of-the-art reconstruction fidelity, challenging the necessity of 2D spatial grids for visual tokenization.