iPay fuses RGB and skeleton expert streams via dual-attention and a prior-driven Spatial Difference Discriminator to reach 83.45% accuracy on 500+ real-world payment clips from onboard transit cameras.
Context-enhanced memory-refined transformer for online action detection
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An external memory bank with similarity-based retrieval and dynamic feature encoding, fused via hierarchical attention, improves GRU-based speech depression level estimation on DAIC-WOZ and E-DAIC.
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iPay: Integrated Payment Action Recognition via Multimodal Networks and Adaptive Spatial Prior Learning
iPay fuses RGB and skeleton expert streams via dual-attention and a prior-driven Spatial Difference Discriminator to reach 83.45% accuracy on 500+ real-world payment clips from onboard transit cameras.