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S-DAM: Seeding Modern Hopfield Networks with Spelke core-knowledge priors, with pre-registered results (including one that failed)

We've been testing whether adding core-knowledge priors (objectness, numerosity, geometry, from Spelke's developmental psychology work) to a dense associative memory improves image retrieval compared to learning those properties from scratch. Setup: image-only. Every variant we tested reduces to sc…

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Timeline · 2 reports

  1. 2026-10-04 15:48 · r/deeplearning
    S-DAM: Seeding Modern Hopfield Networks with Spelke core-knowledge priors, with pre-registered results (including one that failed)
  2. 2026-10-04 15:38 · r/computervision
    S-DAM: Seeding Modern Hopfield Networks with Spelke core-knowledge priors, with pre-registered results (including one that failed)

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