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The codebook on the coarse level involves the structural representations of textures, even though the codebook in the high-quality degree focuses on the details of textures. To use the uncovered hierarchical codebook to synthesize preferred visuals, a diffusion-dependent transformer sampler with combination of gurus is To start with utilized to sample indices from the coarsest level of the codebook, which then is accustomed to forecast the indices of your codebook at finer degrees. The predicted indices at distinct concentrations are translated to human photographs because of the decoder discovered accompanied with hierarchical codebooks. The use of combination-of-experts allows for the generated graphic conditioned to the good-grained text enter. The prediction for finer amount indices refines the quality of apparel textures. Comprehensive quantitative and qualitative evaluations show that our proposed framework can make more numerous and realistic human pictures as compared to condition-of-the-art methods. Remarks:

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