3D-GeoFlow reformulates discrete categorical 3D geological generation as simulation-free continuous vector field regression with 3D attention gates, claiming to outperform heuristics and diffusion models on a 2,200-case synthetic dataset.
Prism: A personality-driven multi-agent framework for social media simulation
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STGR framework integrates LLaMA-3-V and MedSAM via text-to-vision distillation and graph reasoning, achieving 81.5% DSC on LIDC-IDRI with under 1% parameter updates and high cross-fold stability.
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Attention-Guided Flow-Matching for Sparse 3D Geological Generation
3D-GeoFlow reformulates discrete categorical 3D geological generation as simulation-free continuous vector field regression with 3D attention gates, claiming to outperform heuristics and diffusion models on a 2,200-case synthetic dataset.
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Semantic-Topological Graph Reasoning for Language-Guided Pulmonary Screening
STGR framework integrates LLaMA-3-V and MedSAM via text-to-vision distillation and graph reasoning, achieving 81.5% DSC on LIDC-IDRI with under 1% parameter updates and high cross-fold stability.