PhyMix unifies a new multi-aspect physics evaluator with implicit policy optimization and explicit test-time correction to produce single-image 3D indoor scenes that are both visually faithful and physically plausible.
Chord: Generation of collision-free, house-scale, and organized digital twins for 3d indoor scenes with controllable floor plans and optimal layouts
2 Pith papers cite this work. Polarity classification is still indexing.
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DGAD disentangles geometry editing via semantic embeddings from appearance preservation via cross-attention retrieval inside diffusion models for object composition.
citing papers explorer
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PhyMix: Towards Physically Consistent Single-Image 3D Indoor Scene Generation with Implicit--Explicit Optimization
PhyMix unifies a new multi-aspect physics evaluator with implicit policy optimization and explicit test-time correction to produce single-image 3D indoor scenes that are both visually faithful and physically plausible.
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Geometry-Editable and Appearance-Preserving Object Compositon
DGAD disentangles geometry editing via semantic embeddings from appearance preservation via cross-attention retrieval inside diffusion models for object composition.