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Scene Generation

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Papers

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Showing 51–100 of 309 papers

TitleStatusHype
Unconstrained Scene Generation with Locally Conditioned Radiance FieldsCode1
SPSG: Self-Supervised Photometric Scene Generation from RGB-D ScansCode1
Text2NeRF: Text-Driven 3D Scene Generation with Neural Radiance FieldsCode1
CommonScenes: Generating Commonsense 3D Indoor Scenes with Scene Graph DiffusionCode1
SimWorld: A Unified Benchmark for Simulator-Conditioned Scene Generation via World ModelCode1
Vehicle trajectory prediction works, but not everywhereCode1
SceneFormer: Indoor Scene Generation with TransformersCode1
SceneGenAgent: Precise Industrial Scene Generation with Coding AgentCode1
End-to-End Optimization of Scene LayoutCode1
ROOT: VLM based System for Indoor Scene Understanding and BeyondCode1
Dynamic Scene Understanding through Object-Centric Voxelization and Neural RenderingCode1
Sat2Scene: 3D Urban Scene Generation from Satellite Images with DiffusionCode1
Scenic: A Language for Scenario Specification and Scene GenerationCode1
RetrievalFuse: Neural 3D Scene Reconstruction with a DatabaseCode1
EARBench: Towards Evaluating Physical Risk Awareness for Task Planning of Foundation Model-based Embodied AI AgentsCode1
Pyramid Diffusion for Fine 3D Large Scene GenerationCode1
Neural Systematic BinderCode1
RELATE: Physically Plausible Multi-Object Scene Synthesis Using Structured Latent SpacesCode1
RoomDesigner: Encoding Anchor-latents for Style-consistent and Shape-compatible Indoor Scene GenerationCode1
LoopGaussian: Creating 3D Cinemagraph with Multi-view Images via Eulerian Motion FieldCode1
Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene GenerationCode1
LLM Blueprint: Enabling Text-to-Image Generation with Complex and Detailed PromptsCode1
Language Conditioned Traffic GenerationCode1
LayoutVAE: Stochastic Scene Layout Generation From a Label SetCode1
InfinityGAN: Towards Infinite-Pixel Image SynthesisCode1
Learning Canonical Representations for Scene Graph to Image GenerationCode1
MMGDreamer: Mixed-Modality Graph for Geometry-Controllable 3D Indoor Scene GenerationCode1
LUMINOUS: Indoor Scene Generation for Embodied AI ChallengesCode1
DiffInDScene: Diffusion-based High-Quality 3D Indoor Scene GenerationCode1
DiffPano: Scalable and Consistent Text to Panorama Generation with Spherical Epipolar-Aware DiffusionCode1
High-fidelity Person-centric Subject-to-Image SynthesisCode1
pi-GAN: Periodic Implicit Generative Adversarial Networks for 3D-Aware Image SynthesisCode1
GRAF: Generative Radiance Fields for 3D-Aware Image SynthesisCode1
Static and Animated 3D Scene Generation from Free-form Text DescriptionsCode1
DualDiff+: Dual-Branch Diffusion for High-Fidelity Video Generation with Reward GuidanceCode1
DualDiff: Dual-branch Diffusion Model for Autonomous Driving with Semantic FusionCode1
GENESIS: Generative Scene Inference and Sampling with Object-Centric Latent RepresentationsCode1
GENESIS-V2: Inferring Unordered Object Representations without Iterative RefinementCode1
CLIP-Layout: Style-Consistent Indoor Scene Synthesis with Semantic Furniture EmbeddingCode1
Generalized Diffusion Detector: Mining Robust Features from Diffusion Models for Domain-Generalized DetectionCode1
Global-Local Tree Search in VLMs for 3D Indoor Scene GenerationCode1
Modeling Image Composition for Complex Scene GenerationCode1
Semantic Palette: Guiding Scene Generation with Class ProportionsCode1
Ctrl-Room: Controllable Text-to-3D Room Meshes Generation with Layout Constraints—0
CSG0: Continual Urban Scene Generation with Zero Forgetting—0
EmbodiedGen: Towards a Generative 3D World Engine for Embodied Intelligence—0
Contextual Reasoning for Scene Generation (Technical Report)—0
BeyondScene: Higher-Resolution Human-Centric Scene Generation With Pretrained Diffusion—0
AI-powered Contextual 3D Environment Generation: A Systematic Review—0
Constructing a 3D Town from a Single Image—0
Show:102550
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All datasetsGoogleEarthAVDReplicaVizDoomOSMKITTI

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SGAMDepth Error0.58—Unverified
2PersistentNatureDepth Error0.33—Unverified
3SceneDreamerDepth Error0.15—Unverified
4CityDreamerDepth Error0.15—Unverified
5GaussianCityDepth Error0.14—Unverified
#ModelMetricClaimedVerifiedStatus
1pi-GANFID98.76—Unverified
2GRAFFID62.59—Unverified
3GSNFID51.11—Unverified
#ModelMetricClaimedVerifiedStatus
1pi-GANFID166.55—Unverified
2GRAFFID65.37—Unverified
3GSNFID41.75—Unverified
#ModelMetricClaimedVerifiedStatus
1pi-GANFID143.55—Unverified
2GRAFFID47.5—Unverified
3GSNFID37.21—Unverified
#ModelMetricClaimedVerifiedStatus
1IPSMAverage FID321.47—Unverified
2InfiniteGANAverage FID183.14—Unverified
#ModelMetricClaimedVerifiedStatus
1GaussianCityFID29.5—Unverified