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Image Inpainting

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Papers

Showing 151200 of 708 papers

TitleStatusHype
Conditional Image Generation by Conditioning Variational Auto-EncodersCode1
GIID-Net: Generalizable Image Inpainting Detection via Neural Architecture Search and AttentionCode1
CR-Fill: Generative Image Inpainting With Auxiliary Contextual ReconstructionCode1
Image Harmonization With TransformerCode1
Zoom-to-Inpaint: Image Inpainting with High-Frequency DetailsCode1
Bayesian Image Reconstruction using Deep Generative ModelsCode1
Image inpainting using frequency domain priorsCode1
Learning Semantic-aware Normalization for Generative Adversarial NetworksCode1
Score-Based Generative Modeling through Stochastic Differential EquationsCode1
CR-Fill: Generative Image Inpainting with Auxiliary Contexutal ReconstructionCode1
Hyperrealistic Image Inpainting with HypergraphsCode1
BIGPrior: Towards Decoupling Learned Prior Hallucination and Data Fidelity in Image RestorationCode1
PIINET: A 360-degree Panoramic Image Inpainting Network Using a Cube MapCode1
Semantic-Guided Inpainting Network for Complex Urban Scenes ManipulationCode1
AIM 2020 Challenge on Image Extreme InpaintingCode1
RG-Flow: A hierarchical and explainable flow model based on renormalization group and sparse priorCode1
IDA: Improved Data Augmentation Applied to Salient Object DetectionCode1
Are Deep Neural Architectures Losing Information? Invertibility Is IndispensableCode1
Deep Generative Model for Image Inpainting with Local Binary Pattern Learning and Spatial AttentionCode1
DeepGIN: Deep Generative Inpainting Network for Extreme Image InpaintingCode1
R-MNet: A Perceptual Adversarial Network for Image InpaintingCode1
Recurrent Feature Reasoning for Image InpaintingCode1
DVI: Depth Guided Video Inpainting for Autonomous DrivingCode1
Rethinking Image Inpainting via a Mutual Encoder-Decoder with Feature EqualizationsCode1
Lightweight Modules for Efficient Deep Learning based Image RestorationCode1
A Benchmark for Inpainting of Clothing Images with Irregular HolesCode1
SiENet: Siamese Expansion Network for Image ExtrapolationCode1
Accelerated MRI with Un-trained Neural NetworksCode1
Implicit Neural Representations with Periodic Activation FunctionsCode1
Joint learning of variational representations and solvers for inverse problems with partially-observed dataCode1
Global and Local Attention-Based Free-Form Image InpaintingCode1
High-Resolution Image Inpainting with Iterative Confidence Feedback and Guided UpsamplingCode1
Contextual Residual Aggregation for Ultra High-Resolution Image InpaintingCode1
Semantic Image Manipulation Using Scene GraphsCode1
Text-Guided Neural Image InpaintingCode1
GAN-based Priors for Quantifying UncertaintyCode1
VCNet: A Robust Approach to Blind Image InpaintingCode1
Learning to Incorporate Structure Knowledge for Image InpaintingCode1
Image Fine-grained InpaintingCode1
Syn2Real: Forgery Classification via Unsupervised Domain AdaptationCode1
Ada-LISTA: Learned Solvers Adaptive to Varying ModelsCode1
Image2StyleGAN++: How to Edit the Embedded Images?Code1
Learning Energy-Based Models in High-Dimensional Spaces with Multi-scale Denoising Score MatchingCode1
Flow Models for Arbitrary Conditional LikelihoodsCode1
Generative Adversarial Networks in Computer Vision: A Survey and TaxonomyCode1
Wide-Context Semantic Image ExtrapolationCode1
Deep Fusion Network for Image CompletionCode1
SC-FEGAN: Face Editing Generative Adversarial Network with User's Sketch and ColorCode1
EdgeConnect: Generative Image Inpainting with Adversarial Edge LearningCode1
RT-GENE: Real-Time Eye Gaze Estimation in Natural EnvironmentsCode1
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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