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Scene Generation

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 271–280 of 309 papers

Title	Date	Tasks	Status	Hype
SceneFormer: Indoor Scene Generation with Transformers	Dec 17, 2020	Scene Generation	CodeCode Available	1
pi-GAN: Periodic Implicit Generative Adversarial Networks for 3D-Aware Image Synthesis	Dec 2, 2020	3D-Aware Image SynthesisImage Generation	CodeCode Available	1
Self-Supervised Real-to-Sim Scene Generation	Nov 30, 2020	Graph GenerationScene Generation	—Unverified	0
Static and Animated 3D Scene Generation from Free-form Text Descriptions	Oct 4, 2020	DecoderForm	CodeCode Available	1
Funnel Activation for Visual Recognition	Jul 23, 2020	Scene GenerationSemantic Segmentation	CodeCode Available	1
End-to-End Optimization of Scene Layout	Jul 23, 2020	DiversityIndoor Scene Reconstruction	CodeCode Available	1
GRAF: Generative Radiance Fields for 3D-Aware Image Synthesis	Jul 5, 2020	3D-Aware Image SynthesisImage Generation	CodeCode Available	1
RELATE: Physically Plausible Multi-Object Scene Synthesis Using Structured Latent Spaces	Jul 2, 2020	ObjectScene Generation	CodeCode Available	1
Future Urban Scenes Generation Through Vehicles Synthesis	Jul 1, 2020	Novel View SynthesisScene Generation	CodeCode Available	0
SPSG: Self-Supervised Photometric Scene Generation from RGB-D Scans	Jun 25, 2020	3D geometry3D Reconstruction	CodeCode Available	1

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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