Comparing a computational model of visual problem solving with human vision on a difficult vision task

Abstract excerpt

Human vision is not merely a passive process of interpreting sensory input but can also function as a problem-solving process incorporating generative mechanisms to interpret ambiguous or noisy data. This synergy between the generative and discriminative components, often described as analysis-by-synthesis, enables robust perception and rapid adaptation to out-of-distribution inputs. In this work, we investigate a...

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• Biological Evolution
• Genome
• Genomics
• Mutation
• Phenotype

Identifiers and source

Literature Corpus work

c484981f-ae93-59ec-8161-a137fb5ec484

DOI

10.1101/2025.03.17.643669