Raw CSD cosine is not a calibrated absolute style score for many artists; a discrimination-gap diagnostic flags the failures and CSLS on the frozen backbone corrects most of them.
Low-rank continual personalization of diffusion models
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When Style Similarity Scores Fail: Diagnosing Raw CSD Cosine in Artist-Style Evaluation
Raw CSD cosine is not a calibrated absolute style score for many artists; a discrimination-gap diagnostic flags the failures and CSLS on the frozen backbone corrects most of them.