NeuroSymb-MRG uses differentiable logic chains and uncertainty-driven sampling to produce more factually consistent radiology reports than standard encoder-decoder or retrieval methods.
Bottom-up and top-down attention for image captioning and visual question answering
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NeuroSymb-MRG: Differentiable Abductive Reasoning with Active Uncertainty Minimization for Radiology Report Generation
NeuroSymb-MRG uses differentiable logic chains and uncertainty-driven sampling to produce more factually consistent radiology reports than standard encoder-decoder or retrieval methods.