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Scene Generation

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 291–300 of 309 papers

Title	Date	Tasks	Status	Hype
COCO-GAN: Conditional Coordinate Generative Adversarial Network	May 1, 2019	Generative Adversarial NetworkImage Generation	—Unverified	0
Auto-Encoding Progressive Generative Adversarial Networks For 3D Multi Object Scenes	Mar 8, 2019	ObjectRepresentation Learning	CodeCode Available	0
A Layer-Based Sequential Framework for Scene Generation with GANs	Feb 2, 2019	Conditional Image GenerationImage Generation	CodeCode Available	0
LayoutGAN: Generating Graphic Layouts with Wireframe Discriminators	Jan 21, 2019	Generative Adversarial NetworkLayout Generation	CodeCode Available	0
Probabilistic Neural Programmed Networks for Scene Generation	Dec 1, 2018	Image GenerationScene Generation	CodeCode Available	0
Scenic: A Language for Scenario Specification and Scene Generation	Sep 25, 2018	Probabilistic ProgrammingScene Generation	CodeCode Available	1
UCNN: Exploiting Computational Reuse in Deep Neural Networks via Weight Repetition	Apr 18, 2018	Scene Generation	—Unverified	0
Cross-View Image Synthesis using Conditional GANs	Mar 9, 2018	Cross-View Image-to-Image TranslationImage Generation	CodeCode Available	1
Depth Structure Preserving Scene Image Generation	Jun 1, 2017	Image GenerationScene Generation	—Unverified	0
Building Multimodal Simulations for Natural Language	Apr 1, 2017	Formal LogicReferring Expression	—Unverified	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