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Hong Kong University of Science and Technology, Hong Kong, China 11email:
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Achieving over 90% accuracy in keypoint detection across diverse categories, GKDT sets a new standard for open-domain recognition tasks.
PhysEditWorld reveals that explicit control over physical parameters can transform how game world models interact with their environments, leading to more realistic and manipulable simulations.
Block-GTQ slashes quantization error by up to 80%, transforming how we optimize key-cache performance in long-context models.
UnityShots achieves unprecedented cross-shot coherence in multi-shot video generation, outperforming open-source benchmarks and rivaling top closed-source systems.
The fragmented field of world modeling can now be unified under a "levels x laws" taxonomy, revealing critical gaps in autonomous model revision and decision-centric evaluation.
A surprisingly simple VLA model, StarVLA-$\alpha$, beats more complex systems on real-world robotics tasks, suggesting that VLM backbones are more critical than intricate architectures.
