Lumos-Nexus: Efficient Frequency Bridging with Homogeneous Latent Space for Video Unified Models 事件

Lumos-Nexus: Efficient Frequency Bridging with Homogeneous Latent Space for Video Unified Models arXiv:2605.31603v1 Announce Type: new Abstract: Connector-based video unified models have demonstrated strong capability in instruction-grounded video synthesis, but integrating a large high-fidelity generator into the unified training loop is computationally prohibitive, limiting achievable visual quality. We therefore propose Lumos-Nexus, a training-efficient unified video generation framework tha