83 citations · 222 across the 15 of their papers we have counts for
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cs.CL2021
Compositional generalization in semantic parsing with pretrained transformers
A. Emin Orhan
Large-scale pretraining instills large amounts of knowledge in deep neural networks. This, in turn, improves the generalization behavior of these models in downstream tasks. What e…
cs.CV2021
How much human-like visual experience do current self-supervised learning algorithms need in order to achieve human-level object recognition?
A. Emin Orhan
This paper addresses a fundamental question: how good are our current self-supervised visual representation learning algorithms relative to humans? More concretely, how much "human…