53 citations · 88 across the 16 of their papers we have counts for
Showing 2022Show all
2 papers · 1 filter
cs.CV2022★ 3 cited
Semantic Segmentation with Active Semi-Supervised Representation Learning
Aneesh Rangnekar, Christopher Kanan, Matthew Hoffman
Obtaining human per-pixel labels for semantic segmentation is incredibly laborious, often making labeled dataset construction prohibitively expensive. Here, we endeavor to overcome…
cs.CV2022★ 2 cited
Semantic Segmentation with Active Semi-Supervised Learning
Aneesh Rangnekar, Christopher Kanan, Matthew Hoffman
Using deep learning, we now have the ability to create exceptionally good semantic segmentation systems; however, collecting the prerequisite pixel-wise annotations for training im…