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LAB-Tab reduces overfitting in few-shot tabular generation by intelligently expanding Bayesian network structures with LLM-driven insights, leading to significant performance gains.
SpeechAgent-R's ability to adaptively coordinate skills and tools leads to a remarkable 15-point performance boost in complex audio reasoning tasks.
SelectTSL achieves precise localization of user-specified target sounds in complex acoustic environments, outperforming traditional methods that lack selectivity.
