429 citations · 2.5k across the 69 of their papers we have counts for
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cs.CV2018★ 12 cited
Deep Metric Transfer for Label Propagation with Limited Annotated Data
Bin Liu, Zhirong Wu, Han Hu +1
We study object recognition under the constraint that each object class is only represented by very few observations. Semi-supervised learning, transfer learning, and few-shot reco…
cs.CV2018★ 182 cited
Deformable ConvNets v2: More Deformable, Better Results
Xizhou Zhu, Han Hu, Stephen Lin +1
The superior performance of Deformable Convolutional Networks arises from its ability to adapt to the geometric variations of objects. Through an examination of its adaptive behavi…
cs.CV2018★ 10 cited
Learning Region Features for Object Detection
Jiayuan Gu, Han Hu, Liwei Wang +2
While most steps in the modern object detection methods are learnable, the region feature extraction step remains largely hand-crafted, featured by RoI pooling methods. This work p…