AI RESEARCH
CREward: A Type-Specific Creativity Reward Model
arXiv CS.CV
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ArXi:2511.19995v2 Announce Type: replace Creativity is a complex phenomenon. When it comes to representing and assessing creativity, treating it as a single undifferentiated quantity would appear naive and underwhelming. In this work, we learn the \emph{first type-specific creativity reward model}, coined CREward, which spans three creativity ``axes," geometry, material, and texture, to allow us to view creativity through the lens of the image formation pipeline.