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Huang-Liang Ren

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Conference Jul 2026

Cross-modal bidirectional gating for pose-enhanced video action detection

BPMF is proposed, a mutual gating module that enables pose features to guide RGB attention toward action-critical regions while RGB features reweight pose responses to suppress unreliable structural cues and achieves superior results on JHMDB21.

Zijun Zhang, Jian-Jun Li, Huang-Liang Ren et al. · 0 citations

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