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Jia-Nan Ju

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#artificial intelligence Preprint Sep 2026

GEAR: From Dynamic Encoding to Dynamic Activation in Social Trajectory Prediction

It is argued that dynamic social encoding does not necessarily imply dynamic social activation, and a generation-aware bias activation model is proposed, a generation-aware bias activation model for human trajectory prediction that consistently improves the resonance-based baseline and achieves competitive state-of-the...

Jia-Heng Chen, Jia-Xing Li, Leixia Wang et al. · 0 citations

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