139 citations · 139 across the 1 of their papers we have counts for
2 papers
cs.CV2021
Fast and Accurate Model Scaling
Piotr Dollár, Mannat Singh, Ross Girshick
In this work we analyze strategies for convolutional neural network scaling; that is, the process of scaling a base convolutional network to endow it with greater computational com…
cs.CV2021★ 139 cited
Self-supervised Pretraining of Visual Features in the Wild
Priya Goyal, Mathilde Caron, Benjamin Lefaudeux +8
Recently, self-supervised learning methods like MoCo, SimCLR, BYOL and SwAV have reduced the gap with supervised methods. These results have been achieved in a control environment,…