Mode-as-Sequence turns unordered multimodal trajectory sets into ordered sequences with explicit mode dependencies via recurrent or parallel decoding plus EMTA loss, yielding top rankings on Waymo motion prediction challenges.
Stochastic trajectory prediction via motion indeterminacy diffusion,
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Mode-as-Sequence: Translating Multimodal Motion Prediction into Unified Sequential Mode Modeling
Mode-as-Sequence turns unordered multimodal trajectory sets into ordered sequences with explicit mode dependencies via recurrent or parallel decoding plus EMTA loss, yielding top rankings on Waymo motion prediction challenges.