output
20182026
most citedMultimodal Few-Shot Learning with Frozen Language Models

86 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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Showing 2021Show all

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cs.CV2021★ 86 cited

Multimodal Few-Shot Learning with Frozen Language Models

Maria Tsimpoukelli, Jacob Menick, Serkan Cabi +3

When trained at sufficient scale, auto-regressive language models exhibit the notable ability to learn a new language task after being prompted with just a few examples. Here, we p…

cs.CV2021

PixMatch: Unsupervised Domain Adaptation via Pixelwise Consistency Training

Luke Melas-Kyriazi, Arjun K. Manrai

Unsupervised domain adaptation is a promising technique for semantic segmentation and other computer vision tasks for which large-scale data annotation is costly and time-consuming…