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Video Action Transformer Network
Among the first applications of Transformers to model videos. SOTA results: close 2nd at AVA Challenge, CVPR'18.
Rohit Girdhar, João Carreira, Carl Doersch, Andrew Zisserman
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Video Action Transformer Network
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
Learning a Predictable and Generative Vector Representation for Objects
A single embedding space, good for both generating and understanding 3D models
Rohit Girdhar, David F. Fouhey, Mikel Rodriguez, Abhinav Gupta
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Learning a Predictable and Generative Vector Representation for Objects