PhyEdit improves physical accuracy in image object manipulation by using explicit geometric simulation as 3D-aware guidance combined with joint 2D-3D supervision.
Lightningdrag: Lightning fast and accu- rate drag-based image editing emerging from videos.arXiv preprint arXiv:2405.13722, 2024
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P3Sim integrates a probabilistic physical world model with geometric conditioning and persistent memory to simulate 3D scenes under partial observations and incomplete transforms.
A probabilistic graphical model called 3WM unifies 3D vision tasks into one system that performs them zero-shot by selecting different inference pathways through multimodal scene nodes.
citing papers explorer
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PhyEdit: Towards Real-World Object Manipulation via Physically-Grounded Image Editing
PhyEdit improves physical accuracy in image object manipulation by using explicit geometric simulation as 3D-aware guidance combined with joint 2D-3D supervision.
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Perceptual 3D Simulation With Physical World Modeling
P3Sim integrates a probabilistic physical world model with geometric conditioning and persistent memory to simulate 3D scenes under partial observations and incomplete transforms.
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Unified 3D Scene Understanding Through Physical World Modeling
A probabilistic graphical model called 3WM unifies 3D vision tasks into one system that performs them zero-shot by selecting different inference pathways through multimodal scene nodes.