Ping Tan

LMMs can learn to generate images *and* improve their understanding abilities, without catastrophic forgetting, by carefully disentangling and sharing experts within a MoE architecture.

Achieve photorealistic and structurally consistent weather editing for autonomous driving videos without the massive datasets typically required by generative models.