3.1k citations · 3.3k across the 11 of their papers we have counts for
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cs.CV2016★ 32 cited
Learning in an Uncertain World: Representing Ambiguity Through Multiple Hypotheses
Christian Rupprecht, Iro Laina, Robert DiPietro +4
Many prediction tasks contain uncertainty. In some cases, uncertainty is inherent in the task itself. In future prediction, for example, many distinct outcomes are equally valid. I…
cs.CV2016★ 36 cited
Deep Active Contours
Christian Rupprecht, Elizabeth Huaroc, Maximilian Baust +1
We propose a method for interactive boundary extraction which combines a deep, patch-based representation with an active contour framework. We train a class-specific convolutional…