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Knowledge as Orbit: Finite Collections as Phases of an Exactly Periodic Latent Generator

Pal, Siddharth et al.
arXiv (OAI Expanded) · Papers
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65t5068t0794a08computer-vision-and-pattern-recognitioni-2-6image-and-video-processingmachine-learning
Finite knowledge is usually stored extensionally, one code or vector per item. We ask whether a finite collection can instead be stored intensionally, as the decoded orbit of one compact law that returns exactly to its start. For X objects, we encode item i as the i-th phase of a fixed rotation in a
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