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…