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2026 1

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SWoMo: Neuro-Symbolic World Model for Cataract Surgery Simulation

cs.CV · 2026-05-15 · conditional · novelty 5.0

SWoMo decouples symbolic rule-based motion modeling via scene graphs from visual realism via diffusion models, trained through inverse pairing of real cataract surgery videos reconstructed in the simulator for sim-to-real translation.

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  • SWoMo: Neuro-Symbolic World Model for Cataract Surgery Simulation cs.CV · 2026-05-15 · conditional · none · ref 21

    SWoMo decouples symbolic rule-based motion modeling via scene graphs from visual realism via diffusion models, trained through inverse pairing of real cataract surgery videos reconstructed in the simulator for sim-to-real translation.