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Combined CNN Transformer Encoder for Enhanced Fine-grained Human Action Recognition
Fine-grained action recognition is a challenging task in computer vision.
Joint Learning On The Hierarchy Representation for Fine-Grained Human Action Recognition
Inspired by the recently proposed hierarchy representation of fine-grained actions in FineGym and SlowFast network for action recognition, we propose a novel multi-task network which exploits the FineGym hierarchy representation to achieve effective joint learning and prediction for fine-grained human action recognition.
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