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JetFlow breaks the speculative decoding speed ceiling, achieving up to 9.64x faster performance on complex tasks by aligning candidate tree generation with autoregressive models.
Fine-tuning on the new ProCUA-SFT dataset boosts UI-TARS 7B's performance from a dismal 8-10% to an impressive 45.0% on OSWorld tasks, highlighting the critical role of high-quality training data.
World Tracing not only reconstructs visible surfaces but also reveals occluded geometry, unlocking advanced capabilities in 3D scene manipulation and synthesis.
Transforming casual monocular videos into dynamic 4D Gaussian splats without explicit geometry priors could revolutionize content creation in simulation, gaming, and AR/VR.
