Distillation | Definition, Process & Types

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DINO (Distillation with No Labels) is a self-supervised knowledge distillation algorithm that trains neural networks without using labeled data. The core idea behind DINO is that it learns useful feature representations by comparing two augmented views of the same image, where one view is a “student” network and the other is a “teacher” network. This is the same idea as knowledge distillation Both networks are trained simultaneously, but the teacher’s weights are updated more slowly, often via a