#video synthesis

Alibaba introduces Lumos-1, a unified autoregressive video generation model leveraging MM-RoPE and AR-DF to efficiently model spatiotemporal dependencies, achieving competitive results with efficient training.

Radial Attention introduces a novel sparse attention mechanism that cuts training costs by 4.4× and inference time by 3.7× in video diffusion models, enabling generation of longer videos without quality loss.