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even so, while in the DDPM sampling process, the reduction influences the distribution of intermediate concealed variable information at every time phase. It contributes to a cumulative enhancement while in the fidelity in the ultimately produced info. The TDGGD framework as a whole is illustrated in Fig. one. It comprises four major modules, each