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Hyogon Ryu

2 accepted papers

2025

DGQ: Distribution-Aware Group Quantization for Text-to-Image Diffusion Models

ICLR 2025poster

Despite the widespread use of text-to-image diffusion models across various tasks, their computational and memory demands limit practical applications. To mitigate this issue, quantization of diffusion models has been explored. It reduces memory usage and computational costs by compressing weights…