306 citations · 347 across the 7 of their papers we have counts for
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cs.CV2020
CASTing Your Model: Learning to Localize Improves Self-Supervised Representations
Ramprasaath R. Selvaraju, Karan Desai, Justin Johnson +1
Recent advances in self-supervised learning (SSL) have largely closed the gap with supervised ImageNet pretraining. Despite their success these methods have been primarily applied…
cs.CV2020
VirTex: Learning Visual Representations from Textual Annotations
Karan Desai, Justin Johnson
The de-facto approach to many vision tasks is to start from pretrained visual representations, typically learned via supervised training on ImageNet. Recent methods have explored u…