849 citations · 2.4k across the 172 of their papers we have counts for
Showing 2018Show all
2 papers · 1 filter
cs.CV2018★ 6 cited
Formulating Camera-Adaptive Color Constancy as a Few-shot Meta-Learning Problem
Steven McDonagh, Sarah Parisot, Fengwei Zhou +4
Digital camera pipelines employ color constancy methods to estimate an unknown scene illuminant, in order to re-illuminate images as if they were acquired under an achromatic light…
cs.LG2018★ 102 cited
Deep Meta-Learning: Learning to Learn in the Concept Space
Fengwei Zhou, Bin Wu, Zhenguo Li
Few-shot learning remains challenging for meta-learning that learns a learning algorithm (meta-learner) from many related tasks. In this work, we argue that this is due to the lack…