Exploring the Limits of Weakly Supervised Pretraining

ECCV, pp. 185-201, 2018.

Cited by: 364|Bibtex|Views203|Links
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Abstract:

State-of-the-art visual perception models for a wide range of tasks rely on supervised pretraining. ImageNet classification is the de facto pretraining task for these models. Yet, ImageNet is now nearly ten years old and is by modern standards “small”. Even so, relatively little is known about the behavior of pretraining with datasets tha...More

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