Pei Liu

LaPla reduces quantization errors in autonomous driving by transforming high-dimensional semantics into continuous actions, achieving significant performance gains over existing methods.

Future scene predictions can now directly influence trajectory selection in autonomous driving, enhancing decision-making accuracy.

Optimizing function evaluations in flow-based generative models can dramatically enhance image restoration quality without retraining.