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Multi-subject Image Synthesis

XVerse: Precise Multi-Subject Image Generation with Independent Identity and Attribute Control

XVerse: Precise Multi-Subject Image Generation with Independent Identity and Attribute Control 603

Generating realistic images with multiple distinct subjects—each retaining their unique identity and visual attributes like pose, lighting, or clothing style—has…

01/09/2026Controllable Image Generation, Multi-subject Image Synthesis, Text-to-Image Generation
Less-to-More Generalization: Unlock Controllable, Consistent Multi-Subject Image Generation with UNO

Less-to-More Generalization: Unlock Controllable, Consistent Multi-Subject Image Generation with UNO 1337

Subject-driven image generation—where users provide one or more reference images of specific objects to guide the creation of new scenes—is…

12/19/2025Controllable Diffusion Models, Multi-subject Image Synthesis, Subject-driven Image Generation
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