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Image Inpainting

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Papers

Showing 101150 of 708 papers

TitleStatusHype
Hyperrealistic Image Inpainting with HypergraphsCode1
IDA: Improved Data Augmentation Applied to Salient Object DetectionCode1
Deep Random Projector: Accelerated Deep Image PriorCode1
Keys to Better Image Inpainting: Structure and Texture Go Hand in HandCode1
Learnable Prompt for Few-Shot Semantic Segmentation in Remote Sensing DomainCode1
Learning a Sketch Tensor Space for Image Inpainting of Man-made ScenesCode1
Learning Semantic-aware Normalization for Generative Adversarial NetworksCode1
Learning to Incorporate Structure Knowledge for Image InpaintingCode1
Image Completion with Heterogeneously Filtered Spectral HintsCode1
Lightweight Image Inpainting by Stripe Window Transformer with Joint Attention to CNNCode1
BIGPrior: Towards Decoupling Learned Prior Hallucination and Data Fidelity in Image RestorationCode1
Deep Generative Model for Image Inpainting with Local Binary Pattern Learning and Spatial AttentionCode1
Bidirectional Consistency ModelsCode1
High-Resolution Image Inpainting with Iterative Confidence Feedback and Guided UpsamplingCode1
Image Fine-grained InpaintingCode1
Randomized Approach to Matrix Completion: Applications in Collaborative Filtering and Image InpaintingCode1
Implicit Neural Representations with Periodic Activation FunctionsCode1
MisConv: Convolutional Neural Networks for Missing DataCode1
Guaranteed Tensor Recovery Fused Low-rankness and SmoothnessCode1
Global and Local Attention-Based Free-Form Image InpaintingCode1
Conffusion: Confidence Intervals for Diffusion ModelsCode1
Non-Deterministic Face Mask Removal Based On 3D PriorsCode1
Bayesian Image Reconstruction using Deep Generative ModelsCode1
Deep Fusion Network for Image CompletionCode1
Context-Aware Image Inpainting with Learned Semantic PriorsCode1
Perceptual Artifacts Localization for InpaintingCode1
Hierarchical Contrastive Learning for Pattern-Generalizable Image Corruption DetectionCode1
Ambient Diffusion Posterior Sampling: Solving Inverse Problems with Diffusion Models trained on Corrupted DataCode1
Generative Modeling in Structural-Hankel Domain for Color Image InpaintingCode1
GIID-Net: Generalizable Image Inpainting Detection via Neural Architecture Search and AttentionCode1
Generative Image Inpainting with Contextual AttentionCode1
Generating Diverse Structure for Image Inpainting With Hierarchical VQ-VAECode1
Generative Adversarial Networks in Computer Vision: A Survey and TaxonomyCode1
Generative Image Inpainting with Segmentation Confusion Adversarial Training and Contrastive LearningCode1
High-Fidelity Pluralistic Image Completion with TransformersCode1
Flow Models for Arbitrary Conditional LikelihoodsCode1
Fully Context-Aware Image Inpainting with a Learned Semantic PyramidCode1
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
GAN-based Matrix Factorization for Recommender SystemsCode1
FaceCom: Towards High-fidelity 3D Facial Shape Completion via Optimization and Inpainting GuidanceCode1
Free-Form Image Inpainting with Gated ConvolutionCode1
Equivariant Imaging: Learning Beyond the Range SpaceCode1
Energy-Based Cross Attention for Bayesian Context Update in Text-to-Image Diffusion ModelsCode1
GAN-based Priors for Quantifying UncertaintyCode1
CR-Fill: Generative Image Inpainting With Auxiliary Contextual ReconstructionCode1
AVID: Any-Length Video Inpainting with Diffusion ModelCode1
Continuously Masked Transformer for Image InpaintingCode1
CVAE-GAN: Fine-Grained Image Generation through Asymmetric TrainingCode1
DVI: Depth Guided Video Inpainting for Autonomous DrivingCode1
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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