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dino_mnist-pytorch's Introduction

[PyTorch] DINO: self-DIstillation with NO labels

PyTorch implementation of "Emerging Properties in Self-Supervised Vision Transformers"

Concept

Concept ot the DINO [1].

Results

Summary

Student ($x_1$) Teacher ($x_2$)
Before
(mismatch)
After
(matched)

Detail (in Training)

Epoch Student ($x_1$) Teacher ($x_2$)
0
1
30
150
300

Requirements

  • PyTorch 2.0.1

Reference

[1] Mathilde Caron, et al. "Emerging Properties in Self-Supervised Vision Transformers." Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2021.

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