HIG enforces exact histogram constraints on diffusion-generated images by modeling the control task as an optimal transport problem and applying guidance transformations during sampling.
Control color: Multimodal diffusion-based interactive image coloriza- tion.arXiv:2402.10855
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VibeFlow performs versatile video chroma-lux editing in zero-shot fashion by self-supervised disentanglement of structure and color-illumination cues inside pre-trained video models, plus residual velocity fields and consistency regularization.
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Histogram-constrained Image Generation
HIG enforces exact histogram constraints on diffusion-generated images by modeling the control task as an optimal transport problem and applying guidance transformations during sampling.
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VibeFlow: Versatile Video Chroma-Lux Editing through Self-Supervised Learning
VibeFlow performs versatile video chroma-lux editing in zero-shot fashion by self-supervised disentanglement of structure and color-illumination cues inside pre-trained video models, plus residual velocity fields and consistency regularization.