الباحثون

Tian Xie

المنشورات 2

نسخة أولية وصول مفتوح

Self-Consuming Generative Models with Co-Evolving Human Preferences

Xiukun Wei, Tian Xie, Ding Zhu وآخرون · 2026

Generative models are increasingly trained in self-consuming iterative loops, where users curate preferred samples from model-generated candidates and the curated samples are used to train future generations of the model. Prior work has largely assumed fixed user preferences, but in practice exposure to model outputs g …

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