Chinese contentClaude Opus 5.5 一次生成论文解读视频，讲清 JEM 原理
有人用 Claude Opus 5.5 一口气生成了 JEM 论文的讲解视频，看完真能搞懂原理，效果挺让人意外的。
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Stories, products and papers tagged "JEM", newest first.
Oct 26
Meta paper introduces JEM self-supervised framework rivaling DINO
A 12x reduction in training data to beat a frontier SSL checkpoint suggests the data appetite of self-supervised pretraining is not fixed, which matters for teams with limited compute budgets. Researchers doing vision pretraining or fine-tuning DINO-family backbones should review the JEM method and regularization design for reuse in their own pipelines. Compared with DINOv3, it trades scale for a simpler, more principled objective.
Aug 6
Papers12:26
Chinese contentJEM复现研究：PC采样器与SGLD在CIFAR-10上实际无差异这篇论文复现JEM，对比PC和SGLD采样器，结果在CIFAR-10上几乎没差别，AUROC差小于0.007，还暴露了训练发散问题。搞能量模型的人可以看看。