GenAD framework: A breakthrough in future autonomous driving technology

The innovation of the GenAD framework is that it transforms autonomous driving into a generative modeling problem and proposes an instance-centric scene tokenizer. The framework first converts the surrounding scene into map-aware instance tokens, and then uses a variational autoencoder to learn the future trajectory distribution in the structural latent space for trajectory prior modeling.