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Flow-Map GRPO transforms deterministic flow-map generators into powerful stochastic models, boosting their performance in generative tasks without retraining.
NeuWorld achieves impressive long-horizon consistency in interactive video generation without relying on pretrained models or auxiliary 3D reconstruction methods.
ProteusVPR slashes localization error by over 60% in maritime environments where traditional VPR methods fail.
A single generalist model outperforms specialized systems, achieving over 35% improvement in real-world robotic task success.
