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OpenAI 能量模型训练取得进展,生成质量与泛化提升

OpenAI 在能量模型训练上取得进展,生成质量与泛化能力提升

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We’ve made progress towards stable and scalable training of energy-based models (EBMs) resulting in better sample quality and generalization ability than existing models. Generation in EBMs spends more compute to continually refine its answers and doing so can generate samples competitive with GANs at low temperatures, while also having mode coverage guarantees of likelihood-based models. We hope these findings stimulate further research into this promising class of models.

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