10 citations · 14 across the 6 of their papers we have counts for
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cs.CV2020★ 4 cited
Probabilistic Deep Learning for Instance Segmentation
Josef Lorenz Rumberger, Lisa Mais, Dagmar Kainmueller
Probabilistic convolutional neural networks, which predict distributions of predictions instead of point estimates, led to recent advances in many areas of computer vision, from im…
cs.CV2020★ 10 cited
PatchPerPix for Instance Segmentation
Peter Hirsch, Lisa Mais, Dagmar Kainmueller
We present a novel method for proposal free instance segmentation that can handle sophisticated object shapes which span large parts of an image and form dense object clusters with…