🎨 UniReason • Unified Reasoning Framework for World Knowledge–Aligned Image Generation and Editing

UniReason is a unified framework that harmonizes text-to-image generation and image editing through a dual reasoning paradigm. We formulate generation as world knowledge-enhanced planning to inject implicit constraints, and leverage editing capabilities for fine-grained visual refinement to further correct visual errors via self-reflection. This approach unifies generation and editing within a shared representation, mirroring the human cognitive process of planning followed by refinement.

✍️ Citation

@article{wang2026unireason,
  title={UniReason 1.0: A Unified Reasoning Framework for World Knowledge Aligned Image Generation and Editing},
  author={Wang, Dianyi and Ma, Chaofan and Han, Feng and Wu, Size and Song, Wei and Wang, Yibin and Zhang, Zhixiong and Wang, Tianhang and Wang, Siyuan and Wei, Zhongyu and others},
  journal={arXiv preprint arXiv:2602.02437},
  year={2026}
}