52 citations · 79 across the 12 of their papers we have counts for
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cs.CV2021
Stateless actor-critic for instance segmentation with high-level priors
Paul Hilt, Maedeh Zarvandi, Edgar Kaziakhmedov +4
Instance segmentation is an important computer vision problem which remains challenging despite impressive recent advances due to deep learning-based methods. Given sufficient trai…
cs.CV2021
Sparse Object-level Supervision for Instance Segmentation with Pixel Embeddings
Adrian Wolny, Qin Yu, Constantin Pape +1
Most state-of-the-art instance segmentation methods have to be trained on densely annotated images. While difficult in general, this requirement is especially daunting for biomedic…