AI RESEARCH
LumiCtrl : Learning Illuminant Prompts for Lighting Control in Personalized Text-to-Image Models
arXiv CS.CV
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ArXi:2512.17489v2 Announce Type: replace Text-to-image (T2I) models have nstrated remarkable progress in creative image generation, yet they still lack precise control over scene illuminants which is a crucial factor for content designers to manipulate visual aesthetics of generated images. In this paper, we present an illuminant personalization method named LumiCtrl that learns illuminant prompt given single image of the object.