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Diff for: README.md

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## Acknowledgements
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We sincerely appreciate the dedicated support we received from the participants of the human study. We are also grateful to Anlin Zheng and Haochen Wang for helpful suggestions on the design of technical details.
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## Author Contribution Statement
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X.W. and B.Z. conceived the study and guided its overall direction and planning.
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X.W. proposed the original idea of semantically meaningful decomposition for image tokenization.
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B.Z. developed the theoretical framework for nested CFG and the semantic spectrum coupling effect and conducted the initial feasibility experiments.
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X.W. further refined the model architecture and scaled the study to ImageNet.
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B.Z. led the initial draft writing, while X.W. designed the figures and plots.
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I.E., J.D., and X.Q. provided valuable feedback on the manuscript.
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All authors contributed critical feedback, shaping the research, analysis, and final manuscript.
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## Citation
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If you find this work useful in your research, please consider citing:

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<p>Like all generative models, our approach could be misused for deepfake creation or content manipulation. We encourage responsible use and propose safeguards to mitigate misuse.</p>
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</div>
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<div class="section">
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<h3>Acknowledgements</h3>
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<p>We sincerely appreciate the dedicated support we received from the participants of the human study. We are also grateful to Anlin Zheng and Haochen Wang for helpful suggestions on the design of technical details.</p>
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<h3>Author Contribution Statement</h3>
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<p>X.W. and B.Z. conceived the study and guided its overall direction and planning.
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X.W. proposed the original idea of semantically meaningful decomposition for image tokenization.
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B.Z. developed the theoretical framework for nested CFG and the semantic spectrum coupling effect and conducted the initial feasibility experiments.
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X.W. further refined the model architecture and scaled the study to ImageNet.
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B.Z. led the initial draft writing, while X.W. designed the figures and plots.
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I.E., J.D., and X.Q. provided valuable feedback on the manuscript.
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All authors contributed critical feedback, shaping the research, analysis, and final manuscript.
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</p>
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</div>
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<div class="section">
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<p><b>Citation:</b> If you find our work useful, please cite us!</p>
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<p><i>[Insert BibTeX Citation Here]</i></p>

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