Contents

Scaling and Distillation for Motion Forecasting and Planning (ICCV 2025 WDFM-AD)

Kratarth Goel,Research Scientist, AI Foundations Team, Waymo

From Product Scaling to Model Scaling

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Key Ingredients to Model Scaling

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Scalable Model

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Scaling Law

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Closed-loop Simulator

  • only with imitation learning, we can see these emergent behaviors.

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Distillation

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Summary

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References