Probing the State of the Art: A Critical Look at Visual Representation Evaluation

Resnick Cinjon
Resnick Cinjon
Zhan Zeping
Zhan Zeping
Cited by: 0|Bibtex|Views5|Links

Abstract:

Self-supervised research improved greatly over the past half decade, with much of the growth being driven by objectives that are hard to quantitatively compare. These techniques include colorization, cyclical consistency, and noise-contrastive estimation from image patches. Consequently, the field has settled on a handful of measurement...More

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