🛠️ Steven Gong

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Sep 22, 2025, 1 min read

DINO

I need to actually understand how DINO works https://github.com/facebookresearch/dino

Takes inspiration from BYOL, operates with different similarity matching loss, but exact same architecture for student-teacher.

Like you know how object detection feels basically solved?

Resources

  • https://www.youtube.com/watch?v=oGTasd3cliM

Next

  • DINOv2

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Backlinks

  • Object Detection
  • Representation Learning
  • Vision Transformer (ViT)
  • DINOv2: Learning Robust Visual Features without Supervision
  • Segment Anything (SAM)

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