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Image Inpainting

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Papers

Showing 151200 of 708 papers

TitleStatusHype
EdgeConnect: Generative Image Inpainting with Adversarial Edge LearningCode1
Image Harmonization With TransformerCode1
Bayesian Image Reconstruction using Deep Generative ModelsCode1
Simultaneous Image-to-Zero and Zero-to-Noise: Diffusion Models with Analytical Image AttenuationCode1
Image Inpainting via Conditional Texture and Structure Dual GenerationCode1
CR-Fill: Generative Image Inpainting with Auxiliary Contexutal ReconstructionCode1
High-Fidelity Pluralistic Image Completion with TransformersCode1
Image Inpainting with External-internal Learning and Monochromic BottleneckCode1
LeftRefill: Filling Right Canvas based on Left Reference through Generalized Text-to-Image Diffusion ModelCode1
CoordFill: Efficient High-Resolution Image Inpainting via Parameterized Coordinate QueryingCode1
Guaranteed Tensor Recovery Fused Low-rankness and SmoothnessCode1
Deep Generative Model for Image Inpainting with Local Binary Pattern Learning and Spatial AttentionCode1
High-Resolution Image Editing via Multi-Stage Blended DiffusionCode1
DeepGIN: Deep Generative Inpainting Network for Extreme Image InpaintingCode1
GIID-Net: Generalizable Image Inpainting Detection via Neural Architecture Search and AttentionCode1
Deep Image PriorCode1
Joint learning of variational representations and solvers for inverse problems with partially-observed dataCode1
Deep Random Projector: Accelerated Deep Image PriorCode1
Generative Modeling in Structural-Hankel Domain for Color Image InpaintingCode1
Keys to Better Image Inpainting: Structure and Texture Go Hand in HandCode1
Deep Two-Stage High-Resolution Image InpaintingCode1
Learning a Sketch Tensor Space for Image Inpainting of Man-made ScenesCode1
Deficiency-Aware Masked Transformer for Video InpaintingCode1
Delving Globally into Texture and Structure for Image InpaintingCode1
Global and Local Attention-Based Free-Form Image InpaintingCode1
Lightweight Image Inpainting by Stripe Window Transformer with Joint Attention to CNNCode1
Line Drawing Guided Progressive Inpainting of Mural DamageCode1
High-Resolution Image Inpainting with Iterative Confidence Feedback and Guided UpsamplingCode1
MatIR: A Hybrid Mamba-Transformer Image Restoration ModelCode1
Generative Adversarial Networks in Computer Vision: A Survey and TaxonomyCode1
Continuously Masked Transformer for Image InpaintingCode1
AIM 2020 Challenge on Image Extreme InpaintingCode1
Contextual Residual Aggregation for Ultra High-Resolution Image InpaintingCode1
An End-to-End Computer Vision Methodology for Quantitative MetallographyCode1
Neural Implicit Dictionary via Mixture-of-Expert TrainingCode1
Non-Deterministic Face Mask Removal Based On 3D PriorsCode1
Generating Diverse Structure for Image Inpainting With Hierarchical VQ-VAECode1
Generative Image Inpainting with Contextual AttentionCode1
Adversarial Learning with Mask Reconstruction for Text-Guided Image InpaintingCode1
GAN-based Matrix Factorization for Recommender SystemsCode1
Fully Context-Aware Image Inpainting with a Learned Semantic PyramidCode1
GAN-based Priors for Quantifying UncertaintyCode1
A Benchmark for Inpainting of Clothing Images with Irregular HolesCode1
Free-Form Image Inpainting with Gated ConvolutionCode1
Learning Energy-Based Models in High-Dimensional Spaces with Multi-scale Denoising Score MatchingCode1
Recurrent Feature Reasoning for Image InpaintingCode1
Do Inpainting Yourself: Generative Facial Inpainting Guided by ExemplarsCode1
Reference Guided Image Inpainting using Facial AttributesCode1
Diverse Plausible 360-Degree Image Outpainting for Efficient 3DCG Background CreationCode1
Generalized Nonconvex Approach for Low-Tubal-Rank Tensor RecoveryCode1
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Benchmark Results

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