422 citations · 927 across the 15 of their papers we have counts for
3 papers · 1 filter
Data Distillation: Towards Omni-Supervised Learning
Ilija Radosavovic, Piotr Dollár, Ross Girshick +2
We investigate omni-supervised learning, a special regime of semi-supervised learning in which the learner exploits all available labeled data plus internet-scale sources of unlabe…
Detecting and Recognizing Human-Object Interactions
Georgia Gkioxari, Ross Girshick, Piotr Dollár +1
To understand the visual world, a machine must not only recognize individual object instances but also how they interact. Humans are often at the center of such interactions and de…
Mask R-CNN
Kaiming He, Georgia Gkioxari, Piotr Dollár +1
We present a conceptually simple, flexible, and general framework for object instance segmentation. Our approach efficiently detects objects in an image while simultaneously genera…