28 citations · 180 across the 24 of their papers we have counts for
Showing 2016Show all
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cs.CV2016★ 1 cited
On-Demand Learning for Deep Image Restoration
Ruohan Gao, Kristen Grauman
While machine learning approaches to image restoration offer great promise, current methods risk training models fixated on performing well only for image corruption of a particula…
cs.CV2016★ 8 cited
Object-Centric Representation Learning from Unlabeled Videos
Ruohan Gao, Dinesh Jayaraman, Kristen Grauman
Supervised (pre-)training currently yields state-of-the-art performance for representation learning for visual recognition, yet it comes at the cost of (1) intensive manual annotat…