UltraDiffEdit enables tuning-free image editing at up to 8K resolution on a single consumer GPU by combining multi-patch latent encoding, boundary-aware denoising, and hybrid local-global-upsample sampling.
Designing a practical degradation model for deep blind image super-resolution,
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Tuning-Free Latent Diffusion Models for Ultrahigh-Resolution Image Editing
UltraDiffEdit enables tuning-free image editing at up to 8K resolution on a single consumer GPU by combining multi-patch latent encoding, boundary-aware denoising, and hybrid local-global-upsample sampling.