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emerging-properties-in-self-supervised-vision-transformers-2025-016

Mathilde Caron, Hugo Touvron, Ishan Misra, Hervé Jégou, Julien Mairal, Piotr Bojanowski, Armand JoulinUFTAN UNIVERSITYComputer Science2025

Abstract

This record links to the DINO self-supervised vision transformer paper, which studies emergent properties in learned visual representations. It is useful for testing modern machine learning keywords and external document previews.

Metadata

Author
Mathilde Caron, Hugo Touvron, Ishan Misra, Hervé Jégou, Julien Mairal, Piotr Bojanowski, Armand Joulin
Supervisor
Dr. Anita U. Ibekwe
Faculty
Science
Department
Computer Science
Document type
Masters Thesis
Year
2025
Keywords
self supervised learning, vision transformers, DINO, representation learning, computer vision
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Source fields used: Mathilde Caron, Hugo Touvron, Ishan Misra, Hervé Jégou, Julien Mairal, Piotr Bojanowski, Armand Joulin
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