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Image Inpainting

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Papers

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Showing 401–425 of 708 papers

TitleStatusHype
DAFT-GAN: Dual Affine Transformation Generative Adversarial Network for Text-Guided Image Inpainting—0
LatentPaint: Image Inpainting in Latent Space with Diffusion Models—0
Latent-Space Inpainting for Packet Loss Concealment in Collaborative Object Detection—0
Layout-guided Indoor Panorama Inpainting with Plane-aware Normalization—0
3DFill:Reference-guided Image Inpainting by Self-supervised 3D Image Alignment—0
Curve Reconstruction via the Global Statistics of Natural Curves—0
Analogist: Out-of-the-box Visual In-Context Learning with Image Diffusion Model—0
CURE: Curvature Regularization For Missing Data Recovery—0
Towards Full-to-Empty Room Generation with Structure-Aware Feature Encoding and Soft Semantic Region-Adaptive Normalization—0
Cortical-inspired image reconstruction via sub-Riemannian geometry and hypoelliptic diffusion—0
Algorithm-Induced Prior for Image Restoration—0
CorrFill: Enhancing Faithfulness in Reference-based Inpainting with Correspondence Guidance in Diffusion Models—0
Correlated discrete data generation using adversarial training—0
Learning Sparse Masks for Diffusion-based Image Inpainting—0
Towards robustness under occlusion for face recognition—0
Copy-Move Forgery Classification via Unsupervised Domain Adaptation—0
Learning to Inpaint by Progressively Growing the Mask Regions—0
Learning to Scale Temperature in Masked Self-Attention for Image Inpainting—0
A Hybrid Spiking-Convolutional Neural Network Approach for Advancing Machine Learning Models—0
A Greedy Approach to _0, Based Convolutional Sparse Coding—0
Convolutional Neural Processes for Inpainting Satellite Images—0
Controllable Semantic Image Inpainting—0
Contrastive Learning for Diverse Disentangled Foreground Generation—0
Light-weight pixel context encoders for image inpainting—0
Continuation of Famous Art with AI: A Conditional Adversarial Network Inpainting Approach—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