Scene Generation

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 101–125 of 309 papers

Title	Date	Tasks	Status	Score
Specifying Object Attributes and Relations in Interactive Scene Generation	Sep 11, 2019	Layout-to-Image GenerationObject	CodeCode Available	5
Future Urban Scenes Generation Through Vehicles Synthesis	Jul 1, 2020	Novel View SynthesisScene Generation	CodeCode Available	5
Brain3D: Generating 3D Objects from fMRI	May 24, 2024	3D Generation3D Scene Reconstruction	CodeCode Available	5
SG-Tailor: Inter-Object Commonsense Relationship Reasoning for Scene Graph Manipulation	Mar 23, 2025	Scene Generation	CodeCode Available	5
Towards Improving the Generation Quality of Autoregressive Slot VAEs	Jun 3, 2022	Image GenerationObject	CodeCode Available	5
Semantic Bottleneck Scene Generation	Nov 26, 2019	Conditional Image GenerationImage Generation	CodeCode Available	5
Auto-Encoding Progressive Generative Adversarial Networks For 3D Multi Object Scenes	Mar 8, 2019	ObjectRepresentation Learning	CodeCode Available	5
SSEditor: Controllable Mask-to-Scene Generation with Diffusion Model	Nov 19, 2024	Scene Generation	CodeCode Available	5
Risk-Aware Scene Sampling for Dynamic Assurance of Autonomous Systems	Feb 28, 2022	Bayesian OptimizationScene Generation	CodeCode Available	5
EP-Diffuser: An Efficient Diffusion Model for Traffic Scene Generation and Prediction via Polynomial Representations	Apr 7, 2025	Autonomous VehiclesScene Generation	CodeCode Available	5
EarthGen: Generating the World from Top-Down Views	Sep 2, 2024	Scene GenerationSuper-Resolution	CodeCode Available	5
Probabilistic Neural Programmed Networks for Scene Generation	Dec 1, 2018	Image GenerationScene Generation	CodeCode Available	5
Prompt3D: Random Prompt Assisted Weakly-Supervised 3D Object Detection	Jan 1, 2024	3D Object Detectionobject-detection	CodeCode Available	5
On the Generation of a Synthetic Event-Based Vision Dataset for Navigation and Landing	Aug 1, 2023	Event-based visionScene Generation	CodeCode Available	5
Neural Scene Decoration from a Single Photograph	Aug 4, 2021	Image GenerationScene Generation	CodeCode Available	5
Persistent Nature: A Generative Model of Unbounded 3D Worlds	Mar 23, 2023	DecoderScene Generation	CodeCode Available	5
Learning Object Placements For Relational Instructions by Hallucinating Scene Representations	Jan 23, 2020	Auxiliary LearningRobotic Grasping	CodeCode Available	5
Are Dense Labels Always Necessary for 3D Object Detection from Point Cloud?	Mar 5, 2024	3D Object Detectionobject-detection	CodeCode Available	5
LayoutGAN: Generating Graphic Layouts with Wireframe Discriminator	May 1, 2019	Generative Adversarial NetworkLayout Generation	CodeCode Available	5
LiDAR-Based 3D Object Detection via Hybrid 2D Semantic Scene Generation	Apr 4, 2023	3D Object Detectionobject-detection	CodeCode Available	5
MIGS: Meta Image Generation from Scene Graphs	Oct 22, 2021	DiversityImage Generation	CodeCode Available	5
iControl3D: An Interactive System for Controllable 3D Scene Generation	Aug 3, 2024	NavigateNeural Rendering	CodeCode Available	5
LayerCraft: Enhancing Text-to-Image Generation with CoT Reasoning and Layered Object Integration	Mar 25, 2025	Image GenerationObject	CodeCode Available	5
Indoor Scene Generation from a Collection of Semantic-Segmented Depth Images	Aug 20, 2021	Generative Adversarial NetworkScene Generation	CodeCode Available	5
LayoutGAN: Generating Graphic Layouts with Wireframe Discriminators	Jan 21, 2019	Generative Adversarial NetworkLayout Generation	CodeCode Available	5

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All datasets GoogleEarth AVD Replica VizDoom OSM KITTI

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	SGAM	Depth Error	0.58	—	Unverified
2	PersistentNature	Depth Error	0.33	—	Unverified
3	SceneDreamer	Depth Error	0.15	—	Unverified
4	CityDreamer	Depth Error	0.15	—	Unverified
5	GaussianCity	Depth Error	0.14	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	pi-GAN	FID	98.76	—	Unverified
2	GRAF	FID	62.59	—	Unverified
3	GSN	FID	51.11	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	pi-GAN	FID	166.55	—	Unverified
2	GRAF	FID	65.37	—	Unverified
3	GSN	FID	41.75	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	pi-GAN	FID	143.55	—	Unverified
2	GRAF	FID	47.5	—	Unverified
3	GSN	FID	37.21	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	IPSM	Average FID	321.47	—	Unverified
2	InfiniteGAN	Average FID	183.14	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	GaussianCity	FID	29.5	—	Unverified