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Image compression via joint statistical charac- terization in the wavelet domain

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cs.AI 1

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2024 1

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Multi-scale Generative Modeling for Fast Sampling

cs.AI · 2024-11-14 · conditional · novelty 5.0

WMGM generates 128x128 images by diffusing only low-frequency wavelet coefficients and using a shared multi-scale GAN to fill in high-frequency details, improving FID and cutting sampling time and parameters versus SGM and WSGM.

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  • Multi-scale Generative Modeling for Fast Sampling cs.AI · 2024-11-14 · conditional · none · ref 5

    WMGM generates 128x128 images by diffusing only low-frequency wavelet coefficients and using a shared multi-scale GAN to fill in high-frequency details, improving FID and cutting sampling time and parameters versus SGM and WSGM.