A Mamba architecture fusing RGB and skeleton streams via four CLS token strategies achieves over 10% Top-1 accuracy gain on H2O in Tiny config over VideoMamba baseline.
Gigahands: A massive annotated dataset of bimanual hand activities, 2025
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Cross-Modal Action Recognition in Egocentric Video Using Mamba: Integrating RGB and Hand Skeleton Streams via CLS Token Fusion Strategies
A Mamba architecture fusing RGB and skeleton streams via four CLS token strategies achieves over 10% Top-1 accuracy gain on H2O in Tiny config over VideoMamba baseline.