Image Inpainting

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Showing 276–300 of 708 papers

Title	Date	Tasks	Status	Hype
Image Inpainting via Iteratively Decoupled Probabilistic Modeling	Dec 6, 2022	DenoisingImage Inpainting	CodeCode Available	1
Laplacian Convolutional Representation for Traffic Time Series Imputation	Dec 3, 2022	Decision MakingImage Inpainting	—Unverified	0
Low-Rank Tensor Function Representation for Multi-Dimensional Data Recovery	Dec 1, 2022	DenoisingHyperparameter Optimization	—Unverified	0
Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model	Dec 1, 2022	Colorizationcompressed sensing	CodeCode Available	4
MAEDAY: MAE for few and zero shot AnomalY-Detection	Nov 25, 2022	Anomaly DetectionImage Inpainting	CodeCode Available	1
Generative Modeling in Structural-Hankel Domain for Color Image Inpainting	Nov 25, 2022	DiversityImage Inpainting	CodeCode Available	1
WSSL: Weighted Self-supervised Learning Framework For Image-inpainting	Nov 25, 2022	Image InpaintingSelf-Supervised Learning	CodeCode Available	0
Coarse-to-fine Task-driven Inpainting for Geoscience Images	Nov 20, 2022	Data AugmentationDecoder	—Unverified	0
Conffusion: Confidence Intervals for Diffusion Models	Nov 17, 2022	Conformal PredictionFacial Inpainting	CodeCode Available	1
Correcting Faulty Road Maps by Image Inpainting	Nov 12, 2022	Image Inpainting	CodeCode Available	0
Line Drawing Guided Progressive Inpainting of Mural Damage	Nov 12, 2022	Image Inpainting	CodeCode Available	1
3DFill:Reference-guided Image Inpainting by Self-supervised 3D Image Alignment	Nov 9, 2022	Image Inpainting	—Unverified	0
Image Completion with Heterogeneously Filtered Spectral Hints	Nov 7, 2022	Image Inpainting	CodeCode Available	1
Contrastive Learning for Diverse Disentangled Foreground Generation	Nov 4, 2022	Contrastive LearningDiversity	—Unverified	0
Thermal Infrared Image Inpainting via Edge-Aware Guidance	Oct 28, 2022	Deep LearningImage Inpainting	—Unverified	0
High-Resolution Image Editing via Multi-Stage Blended Diffusion	Oct 24, 2022	Image GenerationImage Inpainting	CodeCode Available	1
Facial De-occlusion Network for Virtual Telepresence Systems	Oct 23, 2022	Image Inpainting	CodeCode Available	0
ZITS++: Image Inpainting by Improving the Incremental Transformer on Structural Priors	Oct 12, 2022	Image Inpainting	CodeCode Available	2
Point Cloud Scene Completion with Joint Color and Semantic Estimation from Single RGB-D Image	Oct 12, 2022	Deep Reinforcement LearningImage Inpainting	—Unverified	0
Spherical Image Inpainting with Frame Transformation and Data-driven Prior Deep Networks	Sep 29, 2022	DecoderImage Inpainting	—Unverified	0
Semantics-Guided Object Removal for Facial Images: with Broad Applicability and Robust Style Preservation	Sep 29, 2022	Image Inpainting	—Unverified	0
Progressive with Purpose: Guiding Progressive Inpainting DNNs through Context and Structure	Sep 21, 2022	BenchmarkingImage Inpainting	—Unverified	0
HiMFR: A Hybrid Masked Face Recognition Through Face Inpainting	Sep 19, 2022	Face RecognitionFacial Inpainting	CodeCode Available	0
Delving Globally into Texture and Structure for Image Inpainting	Sep 17, 2022	DecoderImage Inpainting	CodeCode Available	1
Visual Prompting via Image Inpainting	Sep 1, 2022	ColorizationEdge Detection	CodeCode Available	2

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All datasets Places2 CelebA ImageNet Places2 val CelebA-HQ FFHQ 512 x 512 FFHQ 1024 x 1024 Paris StreetView ApolloScape Apolloscape Inpainting Places365 StreetView

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	HFill	FID	28.92	—	Unverified
2	SEELE	FID	24.4	—	Unverified
3	TFill (20-50% free-form)	FID	22.13	—	Unverified
4	EdgeConnect	FID	12.66	—	Unverified
5	AOT GAN	FID	10.64	—	Unverified
6	CR-Fill	FID	9.66	—	Unverified
7	DeepFill v2	FID	9.27	—	Unverified
8	ProFill	FID	7.7	—	Unverified
9	MADF	FID	7.53	—	Unverified
10	LAMA	FID	2.97	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	A+y	FID	181.56	—	Unverified
2	A+y	FID	103.3	—	Unverified
3	A+y	FID	54.31	—	Unverified
4	RePaint	FID	14.19	—	Unverified
5	DDRM	FID	12.53	—	Unverified
6	DDRM	FID	6.24	—	Unverified
7	DDNM	FID	4.54	—	Unverified
8	DDNM	FID	1.41	—	Unverified
9	ConPreDiff	LPIPS	0.02	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	A+y	FID	72.71	—	Unverified
2	DGP	FID	64.34	—	Unverified
3	A+y	FID	55.42	—	Unverified
4	RePaint	FID	12.31	—	Unverified
5	DDRM	FID	4.82	—	Unverified
6	DDNM	FID	3.89	—	Unverified
7	WavePaint	FID	3.21	—	Unverified
8	DDRM	FID	1.48	—	Unverified
9	DDNM	FID	1.15	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	HiFill (128×128 center mask)	FID	16.9	—	Unverified
2	HiFill (20-30% free form)	FID	15.7	—	Unverified
3	DeepFillv2 (128×128 center mask)	FID	15.3	—	Unverified
4	TFill (20-30% free form)	FID	15.2	—	Unverified
5	DeepFillv2 (20-30% free form)	FID	13.5	—	Unverified
6	Palette (128×128 center mask)	FID	11.9	—	Unverified
7	Palatte (20-30% free form)	FID	11.7	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	ICT	FID	12.84	—	Unverified
2	LaMa	FID	8.15	—	Unverified
3	MADF	FID	6.83	—	Unverified
4	CoModGAN	FID	5.65	—	Unverified
5	WavePaint	FID	5.53	—	Unverified
6	MAT	FID	4.86	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CoModGAN	FID	3.7	—	Unverified
2	TFill	FID	3.5	—	Unverified
3	SH-GAN	FID	3.4	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SN-PatchGAN	LPIPS	0.24	—	Unverified
2	BRGM	LPIPS	0.19	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Coherent Semantic Attention for Image Inpainting	40-50% Mask PSNR	23.1	—	Unverified
2	Image Inpainting with Learnable Bidirectional Attention Maps	40-50% Mask PSNR	22.62	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DVI	MAE	6.14	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DVI	RMSE	9.63	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	GGLA	L1 error	1.2	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SRNet	SSIM	0.79	—	Unverified