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Scene Generation

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Papers

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Showing 251–300 of 309 papers

TitleStatusHype
Risk-Aware Scene Sampling for Dynamic Assurance of Autonomous SystemsCode0
Hallucinating Pose-Compatible Scenes—0
Vehicle trajectory prediction works, but not everywhereCode1
CSG0: Continual Urban Scene Generation with Zero Forgetting—0
Compositional Transformers for Scene GenerationCode2
Compositional Transformers for Scene GenerationCode2
LUMINOUS: Indoor Scene Generation for Embodied AI ChallengesCode1
CausalAF: Causal Autoregressive Flow for Safety-Critical Driving Scenario Generation—0
MIGS: Meta Image Generation from Scene GraphsCode0
Generating Scenes with Latent Object Models—0
Indoor Scene Generation from a Collection of Semantic-Segmented Depth ImagesCode0
Neural Scene Decoration from a Single PhotographCode0
Semantically Adversarial Scenario Generation with Explicit Knowledge Guidance—0
Semantic Palette: Guiding Scene Generation with Class ProportionsCode1
GENESIS-V2: Inferring Unordered Object Representations without Iterative RefinementCode1
InfinityGAN: Towards Infinite-Pixel Image SynthesisCode1
Exploiting Relationship for Complex-scene Image Generation—0
Unconstrained Scene Generation with Locally Conditioned Radiance FieldsCode1
RetrievalFuse: Neural 3D Scene Reconstruction with a DatabaseCode1
Generative Adversarial TransformersCode2
SceneFormer: Indoor Scene Generation with TransformersCode1
pi-GAN: Periodic Implicit Generative Adversarial Networks for 3D-Aware Image SynthesisCode1
Self-Supervised Real-to-Sim Scene Generation—0
Static and Animated 3D Scene Generation from Free-form Text DescriptionsCode1
Funnel Activation for Visual RecognitionCode1
End-to-End Optimization of Scene LayoutCode1
GRAF: Generative Radiance Fields for 3D-Aware Image SynthesisCode1
RELATE: Physically Plausible Multi-Object Scene Synthesis Using Structured Latent SpacesCode1
Future Urban Scenes Generation Through Vehicles SynthesisCode0
SPSG: Self-Supervised Photometric Scene Generation from RGB-D ScansCode1
ROOTS: Object-Centric Representation and Rendering of 3D Scenes—0
Learning Object Placements For Relational Instructions by Hallucinating Scene RepresentationsCode0
Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene GenerationCode1
Learning Canonical Representations for Scene Graph to Image GenerationCode1
Semantic Bottleneck Scene GenerationCode0
Specifying Object Attributes and Relations in Interactive Scene GenerationCode0
GENESIS: Generative Scene Inference and Sampling with Object-Centric Latent RepresentationsCode1
SceneGraphNet: Neural Message Passing for 3D Indoor Scene AugmentationCode2
LayoutVAE: Stochastic Scene Layout Generation From a Label SetCode1
LayoutGAN: Generating Graphic Layouts with Wireframe DiscriminatorCode0
COCO-GAN: Conditional Coordinate Generative Adversarial Network—0
Auto-Encoding Progressive Generative Adversarial Networks For 3D Multi Object ScenesCode0
A Layer-Based Sequential Framework for Scene Generation with GANsCode0
LayoutGAN: Generating Graphic Layouts with Wireframe DiscriminatorsCode0
Probabilistic Neural Programmed Networks for Scene GenerationCode0
Scenic: A Language for Scenario Specification and Scene GenerationCode1
UCNN: Exploiting Computational Reuse in Deep Neural Networks via Weight Repetition—0
Cross-View Image Synthesis using Conditional GANsCode1
Depth Structure Preserving Scene Image Generation—0
Building Multimodal Simulations for Natural Language—0
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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