Search Results for author: Zhifan Wan

Found 2 papers, 1 papers with code

BIMM: Brain Inspired Masked Modeling for Video Representation Learning

1 code implementation21 May 2024 Zhifan Wan, Jie Zhang, Changzhen Li, Shiguang Shan

The visual pathway of human brain includes two sub-pathways, ie, the ventral pathway and the dorsal pathway, which focus on object identification and dynamic information modeling, respectively.

Representation Learning

Collaboratively Self-supervised Video Representation Learning for Action Recognition

no code implementations15 Jan 2024 Jie Zhang, Zhifan Wan, Lanqing Hu, Stephen Lin, Shuzhe Wu, Shiguang Shan

Considering the close connection between action recognition and human pose estimation, we design a Collaboratively Self-supervised Video Representation (CSVR) learning framework specific to action recognition by jointly considering generative pose prediction and discriminative context matching as pretext tasks.

Action Recognition Pose Estimation +2

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