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Hamiltonian Asymmetric Fusion: One-Way Safe Directed Refinement under Modality Imbalance

Bingbing Chen, Congcong Liu, Dong Liang, Zhuo-Xu Cui

PMLR v306 8:07 11 chapters CC BY 4.0 · adaptation, not endorsed by the authors Source checked · visual review incomplete

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Based on “Hamiltonian Asymmetric Fusion: One-Way Safe Directed Refinement under Modality Imbalance” by Bingbing Chen, Congcong Liu, Dong Liang, Zhuo-Xu Cui · PMLR v306 · CC BY 4.0 · licence checked 2026-10-23 · Changed from the original: rewritten as a narrated walkthrough with slides, using the paper's own figures. An adaptation, not endorsed by its authors.

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