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AllBeginnerIntermediateAdvanced
All SourcesarXiv
#inpainting alternative

DreamOmni3: Scribble-based Editing and Generation

Intermediate
Bin Xia, Bohao Peng et al.Dec 27arXiv

DreamOmni3 lets people edit and create images by combining text, example images, and quick hand-drawn scribbles.

#scribble-based editing#scribble-based generation#joint input scheme

RePlan: Reasoning-guided Region Planning for Complex Instruction-based Image Editing

Intermediate
Tianyuan Qu, Lei Ke et al.Dec 18arXiv

RePlan is a plan-then-execute system that first figures out exactly where to edit in a picture and then makes clean changes there.

#instruction-based image editing#vision–language model (VLM)#diffusion model