TAG-Head adds a lightweight transformer-plus-time-aligned-graph head to existing 3D backbones to reach new RGB-only state-of-the-art on FineGym and HAA500 while surpassing some multimodal baselines.
TCSVT (2023)
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TAG-Head: Time-Aligned Graph Head for Plug-and-Play Fine-grained Action Recognition
TAG-Head adds a lightweight transformer-plus-time-aligned-graph head to existing 3D backbones to reach new RGB-only state-of-the-art on FineGym and HAA500 while surpassing some multimodal baselines.