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Advancing Abstract Reasoning for RPMs with a Path Aggregation Network and Deep Predictive Reasoning

2025-06-26

Abstract excerpt

<title>Abstract</title> <p>Diagrammatic reasoning requires deciphering visual patterns, uncovering abstract relationships, and applying logical rules to reach a solution. Although humans excel at spotting analogies and regularities, machines still find it difficult to capture abstract relations, handle multi‑scale dependencies, and generalize across visual tasks. Raven’s Progressive Matrices (RPMs) are a standard...

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Literature Corpus work: c4bb37c1-2b54-5def-9da6-9bd4eb150f40
DOI: 10.21203/rs.3.rs-6605029/v1

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