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[2508.11697] Separating Knowledge and Perception with Procedural Data

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By Phillip Isola, Antonio Torralba, Manel Baradad
| arXiv
[Submitted on 12 Aug 2025] Title:Separating Knowledge and Perception with Procedural Data View a PDF of the paper titled Separating Knowledge and Perception with Procedural Data, by Adri\'an Rodr\'iguez-Mu\~noz and Manel Baradad and Phillip Isola and Antonio Torralba View PDF HTML (experimental) Abstract:We train representation models with procedural data only, and apply them on visual similarity, classification, and semantic segmentation tasks without further training by using visual memory...
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