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Controllable Diffusion Models

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
Flow-GRPO: Boost Text-to-Image Accuracy with Online RL—Without Sacrificing Quality or Diversity

Flow-GRPO: Boost Text-to-Image Accuracy with Online RL—Without Sacrificing Quality or Diversity 1720

If you’ve ever struggled with diffusion models failing to follow detailed prompts—like “a golden retriever sitting to the left of…

12/19/2025Controllable Diffusion Models, Reinforcement Learning For Generative Models, Text-to-Image Generation
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