1.5k citations · 2k across the 15 of their papers we have counts for
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HACS: Human Action Clips and Segments Dataset for Recognition and Temporal Localization
Hang Zhao, Antonio Torralba, Lorenzo Torresani +1
This paper presents a new large-scale dataset for recognition and temporal localization of human actions collected from Web videos. We refer to it as HACS (Human Action Clips and S…
A Closer Look at Spatiotemporal Convolutions for Action Recognition
Du Tran, Heng Wang, Lorenzo Torresani +3
In this paper we discuss several forms of spatiotemporal convolutions for video analysis and study their effects on action recognition. Our motivation stems from the observation th…
Concept Drift Detection and Adaptation with Hierarchical Hypothesis Testing
Shujian Yu, Zubin Abraham, Heng Wang +3
A fundamental issue for statistical classification models in a streaming environment is that the joint distribution between predictor and response variables changes over time (a ph…