Image Inpainting

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Papers

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Showing 176–200 of 708 papers

Title	Date	Tasks	Status	Hype
Infusion: internal diffusion for inpainting of dynamic textures and complex motion	Nov 2, 2023	Image InpaintingOptical Flow Estimation	CodeCode Available	1
INCODE: Implicit Neural Conditioning with Prior Knowledge Embeddings	Oct 28, 2023	CT ReconstructionDenoising	CodeCode Available	1
Online Detection of AI-Generated Images	Oct 23, 2023	Image Inpainting	—Unverified	0
SAIR: Learning Semantic-aware Implicit Representation	Oct 13, 2023	Image InpaintingImage Reconstruction	—Unverified	0
Uni-paint: A Unified Framework for Multimodal Image Inpainting with Pretrained Diffusion Model	Oct 11, 2023	DenoisingImage Denoising	CodeCode Available	1
Adversarial Masked Image Inpainting for Robust Detection of Mpox and Non-Mpox	Oct 10, 2023	Decision MakingDiagnostic	—Unverified	0
Magicremover: Tuning-free Text-guided Image inpainting with Diffusion Models	Oct 4, 2023	DenoisingImage Inpainting	CodeCode Available	0
Controlling Vision-Language Models for Multi-Task Image Restoration	Oct 2, 2023	Image DehazingImage Denoising	CodeCode Available	2
On the Contractivity of Plug-and-Play Operators	Sep 28, 2023	Image Inpainting	CodeCode Available	0
DreamCom: Finetuning Text-guided Inpainting Model for Image Composition	Sep 27, 2023	Image GenerationImage Inpainting	—Unverified	0
Connecting Image Inpainting with Denoising in the Homogeneous Diffusion Setting	Sep 23, 2023	DenoisingImage Compression	—Unverified	0
ReShader: View-Dependent Highlights for Single Image View-Synthesis	Sep 19, 2023	Image InpaintingNovel View Synthesis	CodeCode Available	1
Reconstructing Existing Levels through Level Inpainting	Sep 18, 2023	Image Inpainting	—Unverified	0
Gradpaint: Gradient-Guided Inpainting with Diffusion Models	Sep 18, 2023	DenoisingImage Generation	—Unverified	0
GAN-based Algorithm for Efficient Image Inpainting	Sep 13, 2023	Generative Adversarial NetworkImage Inpainting	—Unverified	0
Adapt and Diffuse: Sample-adaptive Reconstruction via Latent Diffusion Models	Sep 12, 2023	Computational EfficiencyImage Deblurring	CodeCode Available	0
Learning Energy-Based Models by Cooperative Diffusion Recovery Likelihood	Sep 10, 2023	Image InpaintingOut-of-Distribution Detection	CodeCode Available	0
Learning Residual Elastic Warps for Image Stitching under Dirichlet Boundary Condition	Sep 4, 2023	Image InpaintingImage Stitching	CodeCode Available	1
Hierarchical Contrastive Learning for Pattern-Generalizable Image Corruption Detection	Aug 27, 2023	Contrastive LearningImage Inpainting	CodeCode Available	1
Approximately Equivariant Graph Networks	Aug 21, 2023	Image InpaintingPose Estimation	CodeCode Available	0
Geometry of the Visual Cortex with Applications to Image Inpainting and Enhancement	Aug 15, 2023	Image EnhancementImage Inpainting	CodeCode Available	0
Dancing Avatar: Pose and Text-Guided Human Motion Videos Synthesis with Image Diffusion Model	Aug 15, 2023	Image Inpainting	—Unverified	0
DiffGANPaint: Fast Inpainting Using Denoising Diffusion GANs	Aug 3, 2023	DenoisingGenerative Adversarial Network	—Unverified	0
Seeing Behind Dynamic Occlusions with Event Cameras	Jul 28, 2023	Image Inpainting	—Unverified	0
Phenotype-preserving metric design for high-content image reconstruction by generative inpainting	Jul 26, 2023	Image InpaintingImage Manipulation	CodeCode Available	0

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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