69 citations · 367 across the 45 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
Deeper Depth Prediction with Fully Convolutional Residual Networks
Iro Laina, Christian Rupprecht, Vasileios Belagiannis +2
This paper addresses the problem of estimating the depth map of a scene given a single RGB image. We propose a fully convolutional architecture, encompassing residual learning, to…