Generalization without Systematicity: On the Compositional Skills of Sequence-to-Sequence Recurrent Networks by Brenden M. Lake and others 2026-10-24
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Source. Published 2018. Relevant locator: Abstract and experiments; PMLR 80, pp. 2873–2882, systematic versus ordinary SCAN generalization.
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Human-level concept learning through probabilistic program induction by Brenden M. Lake and others 2026-10-24
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Source. Published 2015. Relevant locator: Abstract; Science 350, pp. 1332–1338: one-shot handwritten-character learning and generative tests.
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