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Image Inpainting

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Papers

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Showing 451–475 of 708 papers

TitleStatusHype
Color Image Inpainting via Robust Pure Quaternion Matrix Completion: Error Bound and Weighted Loss—0
Sinogram Enhancement with Generative Adversarial Networks using Shape Priors—0
Unsupervised Learning From Incomplete Measurements for Inverse ProblemsCode0
Interactive Image Inpainting Using Semantic GuidanceCode0
GeoFill: Reference-Based Image Inpainting with Better Geometric Understanding—0
V-LinkNet: Learning Contextual Inpainting Across Latent Space of Generative Adversarial Network—0
Dual-Path Image Inpainting With Auxiliary GAN Inversion—0
Adaptive Image Inpainting—0
Image Inpainting Using AutoEncoder and Guided Selection of Predicted PixelsCode0
Towards Full-to-Empty Room Generation with Structure-Aware Feature Encoding and Soft Semantic Region-Adaptive Normalization—0
Come-Closer-Diffuse-Faster: Accelerating Conditional Diffusion Models for Inverse Problems through Stochastic Contraction—0
InvGAN: Invertible GANs—0
A Generic Approach for Enhancing GANs by Regularized Latent Optimization—0
Global Context with Discrete Diffusion in Vector Quantised Modelling for Image Generation—0
PAC-Bayesian matrix completion with a spectral scaled Student prior—0
A Study on the Efficient Product Search Service for the Damaged Image Information—0
Auxiliary Loss Reweighting for Image InpaintingCode0
Structure-aware Image Inpainting with Two Parallel Streams—0
A coarse-to-fine approach for dynamic-to-static image translationCode0
Restore from Restored: Single-image Inpainting—0
Generative Flows as a General Purpose Solution for Inverse ProblemsCode0
"Sparse + Low-Rank'' Tensor Completion Approach for Recovering Images and Videos—0
Continuation of Famous Art with AI: A Conditional Adversarial Network Inpainting Approach—0
RGB-D Image Inpainting Using Generative Adversarial Network with a Late Fusion Approach—0
StyleGAN-induced data-driven regularization for inverse problems—0
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All datasetsPlaces2CelebAImageNetPlaces2 valCelebA-HQFFHQ 512 x 512FFHQ 1024 x 1024Paris StreetViewApolloScapeApolloscape InpaintingPlaces365StreetView

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1HFillFID28.92—Unverified
2SEELEFID24.4—Unverified
3TFill (20-50% free-form)FID22.13—Unverified
4EdgeConnectFID12.66—Unverified
5AOT GANFID10.64—Unverified
6CR-FillFID9.66—Unverified
7DeepFill v2FID9.27—Unverified
8ProFillFID7.7—Unverified
9MADFFID7.53—Unverified
10LAMAFID2.97—Unverified
#ModelMetricClaimedVerifiedStatus
1A+yFID181.56—Unverified
2A+yFID103.3—Unverified
3A+yFID54.31—Unverified
4RePaintFID14.19—Unverified
5DDRMFID12.53—Unverified
6DDRMFID6.24—Unverified
7DDNMFID4.54—Unverified
8DDNMFID1.41—Unverified
9ConPreDiffLPIPS0.02—Unverified
#ModelMetricClaimedVerifiedStatus
1A+yFID72.71—Unverified
2DGPFID64.34—Unverified
3A+yFID55.42—Unverified
4RePaintFID12.31—Unverified
5DDRMFID4.82—Unverified
6DDNMFID3.89—Unverified
7WavePaintFID3.21—Unverified
8DDRMFID1.48—Unverified
9DDNMFID1.15—Unverified
#ModelMetricClaimedVerifiedStatus
1HiFill (128×128 center mask)FID16.9—Unverified
2HiFill (20-30% free form)FID15.7—Unverified
3DeepFillv2 (128×128 center mask)FID15.3—Unverified
4TFill (20-30% free form)FID15.2—Unverified
5DeepFillv2 (20-30% free form)FID13.5—Unverified
6Palette (128×128 center mask)FID11.9—Unverified
7Palatte (20-30% free form)FID11.7—Unverified
#ModelMetricClaimedVerifiedStatus
1ICTFID12.84—Unverified
2LaMaFID8.15—Unverified
3MADFFID6.83—Unverified
4CoModGANFID5.65—Unverified
5WavePaintFID5.53—Unverified
6MATFID4.86—Unverified
#ModelMetricClaimedVerifiedStatus
1CoModGANFID3.7—Unverified
2TFillFID3.5—Unverified
3SH-GANFID3.4—Unverified
#ModelMetricClaimedVerifiedStatus
1SN-PatchGANLPIPS0.24—Unverified
2BRGMLPIPS0.19—Unverified
#ModelMetricClaimedVerifiedStatus
1Coherent Semantic Attention for Image Inpainting40-50% Mask PSNR23.1—Unverified
2Image Inpainting with Learnable Bidirectional Attention Maps40-50% Mask PSNR22.62—Unverified
#ModelMetricClaimedVerifiedStatus
1DVIMAE6.14—Unverified
#ModelMetricClaimedVerifiedStatus
1DVIRMSE9.63—Unverified
#ModelMetricClaimedVerifiedStatus
1GGLAL1 error1.2—Unverified
#ModelMetricClaimedVerifiedStatus
1SRNetSSIM0.79—Unverified