Image Inpainting

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 601–625 of 708 papers

Title	Date	Tasks	Status	Hype
CURE: Curvature Regularization For Missing Data Recovery	Jan 28, 2019	Image Inpainting	—Unverified	0
Diversity-Sensitive Conditional Generative Adversarial Networks	Jan 25, 2019	DiversityGenerative Adversarial Network	—Unverified	0
Foreground-aware Image Inpainting	Jan 17, 2019	DisentanglementImage Inpainting	—Unverified	0
EdgeConnect: Generative Image Inpainting with Adversarial Edge Learning	Jan 1, 2019	Image Inpainting	CodeCode Available	1
Adaptive Image Sampling using Deep Learning and its Application on X-Ray Fluorescence Image Reconstruction	Dec 27, 2018	BinarizationImage Inpainting	CodeCode Available	0
A Greedy Approach to _0, Based Convolutional Sparse Coding	Dec 26, 2018	Dictionary LearningImage Inpainting	—Unverified	0
Face Completion with Semantic Knowledge and Collaborative Adversarial Learning	Dec 8, 2018	Facial InpaintingImage Inpainting	—Unverified	0
Semantic Image Inpainting Through Improved Wasserstein Generative Adversarial Networks	Dec 3, 2018	Generative Adversarial NetworkImage Inpainting	—Unverified	0
Context Encoding Chest X-rays	Dec 3, 2018	Anomaly DetectionImage Inpainting	CodeCode Available	0
Invertibility of Convolutional Generative Networks from Partial Measurements	Dec 1, 2018	Image Inpainting	CodeCode Available	0
Deep Inception Generative Network for Cognitive Image Inpainting	Dec 1, 2018	AttributeImage Inpainting	—Unverified	0
Void Filling of Digital Elevation Models with Deep Generative Models	Nov 30, 2018	BIG-bench Machine LearningGenerative Adversarial Network	CodeCode Available	0
A Local Block Coordinate Descent Algorithm for the Convolutional Sparse Coding Model	Nov 1, 2018	Image InpaintingMulti Focus Image Fusion	CodeCode Available	0
Image Inpainting via Generative Multi-column Convolutional Neural Networks	Oct 20, 2018	Image Inpainting	CodeCode Available	0
Faster Matrix Completion Using Randomized SVD	Oct 16, 2018	CPUImage Inpainting	CodeCode Available	0
Adversarial Inpainting of Medical Image Modalities	Oct 15, 2018	Image Inpainting	—Unverified	0
Context-Aware Text-Based Binary Image Stylization and Synthesis	Oct 9, 2018	Image InpaintingImage Stylization	—Unverified	0
Empty Cities: Image Inpainting for a Dynamic-Object-Invariant Space	Sep 20, 2018	Image InpaintingSemantic Segmentation	CodeCode Available	0
RT-GENE: Real-Time Eye Gaze Estimation in Natural Environments	Sep 1, 2018	Gaze EstimationImage Inpainting	CodeCode Available	1
Chest X-ray Inpainting with Deep Generative Models	Aug 29, 2018	Image Inpainting	—Unverified	0
Painting Outside the Box: Image Outpainting with GANs	Aug 25, 2018	Deep LearningImage Inpainting	CodeCode Available	0
PACO: Global Signal Restoration via PAtch COnsensus	Aug 20, 2018	DenoisingImage Denoising	—Unverified	0
X-GANs: Image Reconstruction Made Easy for Extreme Cases	Aug 6, 2018	DenoisingImage Compression	—Unverified	0
Semi-parametric Image Inpainting	Jul 8, 2018	Image Inpainting	—Unverified	0
Controllable Semantic Image Inpainting	Jun 15, 2018	Image Inpainting	—Unverified	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