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The original was posted on /r/machinelearning by /u/jacobfa on 2025-02-19 14:51:24+00:00.

I show that diffusion kernels capture global dependencies and that a simple diffusion kernel with a recurrent structure outperforms transformers in fewer parameters and FLOPs.