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аналитика - Text-to-image diffusion
Adaptive Style Incorporation: Preserving Structure While Enabling Effective Text-Driven Style Transfer
Adaptive Style Incorporation (ASI) achieves feature-level fine-grained style incorporation to preserve image structure while enabling effective text-driven style transfer.
Contrastive Denoising Score: A Powerful Approach for Preserving Structural Consistency in Text-Guided Latent Diffusion Image Editing
The core message of this paper is that by integrating Contrastive Unpaired Translation (CUT) loss into the Delta Denoising Score (DDS) framework, the proposed Contrastive Denoising Score (CDS) method can effectively balance the preservation of structural details from the source image and the transformation of content to align with the target text prompt.
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