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Image Inpainting

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Papers

Showing 101150 of 708 papers

TitleStatusHype
Generating Diverse Structure for Image Inpainting With Hierarchical VQ-VAECode1
Generalized Nonconvex Approach for Low-Tubal-Rank Tensor RecoveryCode1
Large Scale Image Completion via Co-Modulated Generative Adversarial NetworksCode1
Learnable Prompt for Few-Shot Semantic Segmentation in Remote Sensing DomainCode1
Learning Residual Elastic Warps for Image Stitching under Dirichlet Boundary ConditionCode1
BIGPrior: Towards Decoupling Learned Prior Hallucination and Data Fidelity in Image RestorationCode1
GIID-Net: Generalizable Image Inpainting Detection via Neural Architecture Search and AttentionCode1
Efficient data-driven gap filling of satellite image time series using deep neural networks with partial convolutionsCode1
Bidirectional Consistency ModelsCode1
MISF: Multi-level Interactive Siamese Filtering for High-Fidelity Image InpaintingCode1
Free-Form Image Inpainting with Gated ConvolutionCode1
Keys to Better Image Inpainting: Structure and Texture Go Hand in HandCode1
Learning Semantic-aware Normalization for Generative Adversarial NetworksCode1
MagicEraser: Erasing Any Objects via Semantics-Aware ControlCode1
Diverse Plausible 360-Degree Image Outpainting for Efficient 3DCG Background CreationCode1
Hierarchical Contrastive Learning for Pattern-Generalizable Image Corruption DetectionCode1
ObjectAdd: Adding Objects into Image via a Training-Free Diffusion Modification FashionCode1
High-Resolution Image Editing via Multi-Stage Blended DiffusionCode1
Do Inpainting Yourself: Generative Facial Inpainting Guided by ExemplarsCode1
Bayesian Image Reconstruction using Deep Generative ModelsCode1
Conffusion: Confidence Intervals for Diffusion ModelsCode1
In-N-Out: Towards Good Initialization for Inpainting and OutpaintingCode1
Ambient Diffusion Posterior Sampling: Solving Inverse Problems with Diffusion Models trained on Corrupted DataCode1
AVID: Any-Length Video Inpainting with Diffusion ModelCode1
Context-Aware Image Inpainting with Learned Semantic PriorsCode1
IDA: Improved Data Augmentation Applied to Salient Object DetectionCode1
INCODE: Implicit Neural Conditioning with Prior Knowledge EmbeddingsCode1
Improving Detail in Pluralistic Image Inpainting with Feature DequantizationCode1
DVI: Depth Guided Video Inpainting for Autonomous DrivingCode1
Infusion: internal diffusion for inpainting of dynamic textures and complex motionCode1
Joint learning of variational representations and solvers for inverse problems with partially-observed dataCode1
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
Deficiency-Aware Masked Transformer for Video InpaintingCode1
Delving Globally into Texture and Structure for Image InpaintingCode1
Image Inpainting via Conditional Texture and Structure Dual GenerationCode1
Deep Two-Stage High-Resolution Image InpaintingCode1
Image inpainting using frequency domain priorsCode1
CR-Fill: Generative Image Inpainting with Auxiliary Contexutal ReconstructionCode1
Image Inpainting with Edge-guided Learnable Bidirectional Attention MapsCode1
Image Restoration by Iterative Denoising and Backward ProjectionsCode1
Deep Image PriorCode1
Continuously Masked Transformer for Image InpaintingCode1
Implicit Neural Representations with Periodic Activation FunctionsCode1
CR-Fill: Generative Image Inpainting With Auxiliary Contextual ReconstructionCode1
Deep Random Projector: Accelerated Deep Image PriorCode1
AIM 2020 Challenge on Image Extreme InpaintingCode1
CVAE-GAN: Fine-Grained Image Generation through Asymmetric TrainingCode1
Contextual Residual Aggregation for Ultra High-Resolution Image InpaintingCode1
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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