Pinco is a plug-and-play adapter that enables diffusion transformers to inpaint backgrounds around a provided foreground object, preserving its shape via self-attention injection and a positional anchor.
Blended latent diffusion
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Pinco: Position-induced Consistent Adapter for Diffusion Transformer in Foreground-conditioned Inpainting
Pinco is a plug-and-play adapter that enables diffusion transformers to inpaint backgrounds around a provided foreground object, preserving its shape via self-attention injection and a positional anchor.