412 citations · 1.9k across the 48 of their papers we have counts for
8 papers · 1 filter
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…
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…
Integrated Object Detection and Tracking with Tracklet-Conditioned Detection
Zheng Zhang, Dazhi Cheng, Xizhou Zhu +2
Accurate detection and tracking of objects is vital for effective video understanding. In previous work, the two tasks have been combined in a way that tracking is based heavily on…
Explicit Spatiotemporal Joint Relation Learning for Tracking Human Pose
Xiao Sun, Chuankang Li, Stephen Lin
We present a method for human pose tracking that is based on learning spatiotemporal relationships among joints. Beyond generating the heatmap of a joint in a given frame, our syst…
Recurrent Transformer Networks for Semantic Correspondence
Seungryong Kim, Stephen Lin, Sangryul Jeon +2
We present recurrent transformer networks (RTNs) for obtaining dense correspondences between semantically similar images. Our networks accomplish this through an iterative process…
An Integral Pose Regression System for the ECCV2018 PoseTrack Challenge
Xiao Sun, Chuankang Li, Stephen Lin
For the ECCV 2018 PoseTrack Challenge, we present a 3D human pose estimation system based mainly on the integral human pose regression method. We show a comprehensive ablation stud…