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DistScene: Object-to-Scene Distillation for 3D Scene Generation
Author1, Author2, Author3, Author4, Author5
3D generationscene modelingobject placement
2610.06960
Builder Relevance
1h ago80%
Abstract
DistScene introduces a framework for generating 3D scenes from single images by modeling both the environment and objects together.
Reality Card
Core Claim
The framework achieves improved scene-level spatial coherence by jointly generating environment and object components in a shared coordinate frame.
Method / Result
Evaluations demonstrate improved spatial coherence over existing baselines.
Limitations
The reliance on pretrained object-generation priors may limit generalizability to novel object types.
Paper to code
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