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Nanjing University, vivo BlueImage Lab, vivo Mobile Commu- nication Co, ShanghaiTech University
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SSR not only resolves destructive parameter collisions in LoRA merging but also guarantees mathematical optimality, setting a new standard for efficiency in diffusion model training.
GIM-World achieves superior long-horizon visual consistency by integrating geometry-aware implicit memory, outperforming traditional memory systems.
