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Achieving minutes-long coherence in video generation, Ring Forcing reconciles the trade-off between historical fidelity and generative diversity.
Achieving real-time, interactive 4D video generation with precise control over both camera and object movements could revolutionize applications in virtual reality and gaming.
GEAR accelerates image synthesis convergence by up to 10x while enhancing feature coherence, challenging the traditional decoupling of tokenizers and generators.
