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Peking University
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Multi-LLM reasoning gets a boost with TRACER, a framework that learns when to speak and what to say, outperforming fixed collaboration protocols without excessive training costs.
Counterintuitively, simply smoothing boundary probabilities in a localized manner can dramatically improve annotation-free skin lesion segmentation, rivaling supervised methods on some datasets.
Stop reinventing the wheel: OpenWorldLib offers a unified framework and codebase for advanced world models, finally bringing standardization to a fragmented field.