Indoor Scene Synthesis
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Benchmarks
PRO-teXt
Most implemented
LUMINOUS: Indoor Scene Generation for Embodied AI Challenges
Fast and Flexible Indoor Scene Synthesis via Deep Convolutional Generative Models
Mixed Diffusion for 3D Indoor Scene Synthesis
Papers
SPHERE: Adaptive VR Indoor Scene Generation via LLM-Enhanced Spatial Preference Learning and Human-in-the-Loop RL
While Large Language Models (LLMs) advance 3D indoor scene synthesis, current pipelines fail to retain user-specific preferences across sessions, making immersive authoring a repetitive and physically fatiguing process. …
Reinforcement LearningIndoor Scene SynthesisScene GenerationBeyond Placement and Articulation: Usage-Driven Code Scenes for Embodied Interaction
Indoor scene synthesis provides essential environments for embodied AI, robotic manipulation, and simulation-based policy learning. Recent code-based scene generation methods produce editable and extensible environments,…
Indoor Scene SynthesisScene GenerationText-Driven 3D Indoor Scene Synthesis in Non-Manhattan Environments
Large Language Models (LLMs) have demonstrated remarkable capabilities in 3D indoor synthesis for Manhattan environments. However, existing methods often fail to capture plausible object layout patterns in non-Manhattan …
Indoor Scene SynthesisHomeWorld: A Unified Floorplan-to-Furnished Framework for Generating Controllable, Densely Interactive Whole-Home Scenes
Indoor scene generation is crucial for robot simulation and modern interior design. However, complex layouts together with scarce 3D scene data make learning-based generation challenging. Existing methods often rely on h…
Indoor Scene SynthesisScene GenerationImage GenerationFunction2Scene: 3D Indoor Scene Layout from Functional Specifications
Most text-driven 3D indoor scene synthesis methods generate rooms from object-centric prompts, asking what furniture should be placed rather than how the space is used. Yet in real interior design, a layout is judged by …
Indoor Scene SynthesisSceneCode: Executable World Programs for Editable Indoor Scenes with Articulated Objects
Indoor scene synthesis underpins embodied AI, robotic manipulation, and simulation-based policy evaluation, where a useful scene must specify not only what the environment looks like, but also how its objects are structu…
Indoor Scene SynthesisScene Generation