3.4k citations · 6.8k across the 36 of their papers we have counts for
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cs.CV2020★ 58 cited
CrossTransformers: spatially-aware few-shot transfer
Carl Doersch, Ankush Gupta, Andrew Zisserman
Given new tasks with very little datasuch as new classes in a classification problem or a domain shift in the inputperformance of modern vision systems degrades remarkably qu…
cs.LG2020★ 3.4k cited
Bootstrap your own latent: A new approach to self-supervised Learning
Jean-Bastien Grill, Florian Strub, Florent Altché +11
We introduce Bootstrap Your Own Latent (BYOL), a new approach to self-supervised image representation learning. BYOL relies on two neural networks, referred to as online and target…