Video

Detect-and-Track: Efficient Pose Estimation in Videos
Human keypoint tracking approach that ranked first in ICCV 2017 PoseTrack keypoint tracking challenge!
Rohit Girdhar, Georgia Gkioxari, Lorenzo Torresani, Manohar Paluri, Du Tran
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Detect-and-Track: Efficient Pose Estimation in Videos
Attentional Pooling for Action Recognition
Among the first applications of attention for contemporary video/action understanding.
Rohit Girdhar, Deva Ramanan
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Attentional Pooling for Action Recognition
ActionVLAD: Learning spatio-temporal aggregation for action classification
Aggregating visual features for action recognition.
Rohit Girdhar, Deva Ramanan, Abhinav Gupta, Josef Sivic, Bryan Russell
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ActionVLAD: Learning spatio-temporal aggregation for action classification
Binge Watching: Scaling Affordance Learning from Sitcoms
Learning how humans interact with their environment by watching TV.
Xiaolong Wang, Rohit Girdhar, Abhinav Gupta
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Binge Watching: Scaling Affordance Learning from Sitcoms