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Scene Generation

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 281–290 of 309 papers

Title	Date	Tasks	Status	Hype
ROOTS: Object-Centric Representation and Rendering of 3D Scenes	Jun 11, 2020	ObjectRepresentation Learning	—Unverified	0
Learning Object Placements For Relational Instructions by Hallucinating Scene Representations	Jan 23, 2020	Auxiliary LearningRobotic Grasping	CodeCode Available	0
Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation	Dec 27, 2019	Image GenerationScene Generation	CodeCode Available	1
Learning Canonical Representations for Scene Graph to Image Generation	Dec 16, 2019	Image GenerationLayout-to-Image Generation	CodeCode Available	1
Semantic Bottleneck Scene Generation	Nov 26, 2019	Conditional Image GenerationImage Generation	CodeCode Available	0
Specifying Object Attributes and Relations in Interactive Scene Generation	Sep 11, 2019	Layout-to-Image GenerationObject	CodeCode Available	0
GENESIS: Generative Scene Inference and Sampling with Object-Centric Latent Representations	Jul 30, 2019	Image GenerationObject Discovery	CodeCode Available	1
SceneGraphNet: Neural Message Passing for 3D Indoor Scene Augmentation	Jul 25, 2019	3D Object RecognitionObject Recognition	CodeCode Available	2
LayoutVAE: Stochastic Scene Layout Generation From a Label Set	Jul 24, 2019	Layout GenerationScene Generation	CodeCode Available	1
LayoutGAN: Generating Graphic Layouts with Wireframe Discriminator	May 1, 2019	Generative Adversarial NetworkLayout Generation	CodeCode Available	0

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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