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cs.CV2023
No More Shortcuts: Realizing the Potential of Temporal Self-Supervision
Ishan Rajendrakumar Dave, Simon Jenni, Mubarak Shah
Self-supervised approaches for video have shown impressive results in video understanding tasks. However, unlike early works that leverage temporal self-supervision, current state-…
cs.CV2023
DVANet: Disentangling View and Action Features for Multi-View Action Recognition
Nyle Siddiqui, Praveen Tirupattur, Mubarak Shah
In this work, we present a novel approach to multi-view action recognition where we guide learned action representations to be separated from view-relevant information in a video.…