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PaperWayve · 2025

GAIA-2: A Controllable Multi-View Generative World Model for Autonomous Driving

Latent diffusion world model generating controllable, multi-camera driving video from structured inputs.

Summary

Presents GAIA-2, a latent diffusion world model for driving that generates high-resolution, spatiotemporally consistent multi-camera video conditioned on ego dynamics, agents, road semantics, and environmental factors — enabling scalable simulation of common and rare scenarios across the UK, US, and Germany.

Metadata

Authors
Wayve
Year
2025
arXiv
2503.20523
Introduces
GAIA-2

Relationships

Introduces

#driving#diffusion#multi-view