• Are Labels Necessary for Neural Architecture Search?
    Video thumbnail of Are Labels Necessary for Neural Architecture Search?
    Video thumbnail of Are Labels Necessary for Neural Architecture Search?

Are Labels Necessary for Neural Architecture Search?

ECCV 2020

Existing neural network architectures in computer vision — whether designed by humans or by machines — were typically found using both images and their associated labels. In this paper, we ask the question: can we find high-quality neural architectures using only images, but no human-annotated labels? To answer this question, we first define a new setup called Unsupervised Neural Architecture Search (UnNAS). (Read more)

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