116 citations · 272 across the 19 of their papers we have counts for
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cs.LG2017★ 116 cited
Meta Learning Shared Hierarchies
Kevin Frans, Jonathan Ho, Xi Chen +2
We develop a metalearning approach for learning hierarchically structured policies, improving sample efficiency on unseen tasks through the use of shared primitives---policies that…
cs.CV2017★ 46 cited
Outline Colorization through Tandem Adversarial Networks
Kevin Frans
When creating digital art, coloring and shading are often time consuming tasks that follow the same general patterns. A solution to automatically colorize raw line art would have m…