Mohamed Abdelfattah*

S-JEPA: A Joint Embedding Predictive Architecture for Skeletal Action Recognition

"Masked self-reconstruction of joints has been shown to be a promising pretext task for self-supervised skeletal action recognition. However, this task focuses on predicting isolated, potentially noisy, joint coordinates, which results in an inefficient utilization of the model capacity. In this pap…