Model performance is sensitive to disruptions in alignment beyond a simple heuristic of orientation similarity and proximity.

<p><b>(A)</b> Schematic showing manipulation of alignment (‘good continuation’) while maintaining orientation similarity and local proximity between contour elements. This is done by displacing each contour element with an alignment jitter in a direction perpendicular to the local...

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Bibliographic Details
Main Author:	Fenil R. Doshi (2879801) (author)
Other Authors:	Talia Konkle (13864215) (author), George A. Alvarez (22075856) (author)
Published:	2025
Subjects:	Neuroscience Science Policy Mental Health Infectious Diseases Environmental Sciences not elsewhere classified Biological Sciences not elsewhere classified powerful experimental platform critical architectural motif computational existence proof unified perceptual representation distractors increases ), contour detection show perceptual organization needed human perceptual grouping like contour integration perceptual grouping detection specifically like contour like sensitivity like capacities complete contour yield human without relying theories focused taken together results raise results provide reduced interference prominent role processing play prior work mechanisms proposed lateral connections later stages imagenet pre human vision hidden human forward networks forward models feedforward mechanism
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Model performance is sensitive to disruptions in alignment beyond a simple heuristic of orientation similarity and proximity.

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