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Xiamen University
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PAR3D reveals that integrating part-aware representations can dramatically enhance 3D scene understanding, outperforming traditional object-centric models.
Fragmented medical data hurts MLLM performance: this paper shows how a hierarchical medical knowledge graph can be used to engineer training data that substantially improves MLLM accuracy on complex clinical tasks.