TEM: Transformer Energy-Based Models claimed to outscale diffusion

MarvinTBaumann · x · 2026-10-30

A thread introduces TEM (Transformer Energy-based Models), billed as the first scalable contrastive EBM—claiming better scaling than diffusion without guidance, plus stronger generalization, test-time scaling and OOD detection. Reposter quips "EBMs are so back (never left)."

Related event: TEM: energy-based models scale for the first time, beating diffusion(3 posts)→

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