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Paul Soulos

Johns Hopkins University

1 paper hereh-index 7130 citations11 works total

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  • first author1

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fields
  • cs.AI1
affiliations
  • Johns Hopkins University
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collaborators

1 paper

cs.AI2024

Compositional Generalization Across Distributional Shifts with Sparse Tree Operations

Paul Soulos, Henry Conklin, Mattia Opper +3

Neural networks continue to struggle with compositional generalization, and this issue is exacerbated by a lack of massive pre-training. One successful approach for developing neur…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.