127 citations · 176 across the 3 of their papers we have counts for
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Actions and Attributes from Wholes and Parts
Georgia Gkioxari, Ross Girshick, Jitendra Malik
We investigate the importance of parts for the tasks of action and attribute classification. We develop a part-based approach by leveraging convolutional network features inspired…
Finding Action Tubes
Georgia Gkioxari, Jitendra Malik
We address the problem of action detection in videos. Driven by the latest progress in object detection from 2D images, we build action models using rich feature hierarchies derive…
R-CNNs for Pose Estimation and Action Detection
Georgia Gkioxari, Bharath Hariharan, Ross Girshick +1
We present convolutional neural networks for the tasks of keypoint (pose) prediction and action classification of people in unconstrained images. Our approach involves training an…