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Image Inpainting

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Papers

Showing 401–450 of 708 papers

TitleStatusHype
ImageBART: Bidirectional Context with Multinomial Diffusion for Autoregressive Image SynthesisCode1
Image Inpainting using Partial Convolution—0
Jujutsu: A Two-stage Defense against Adversarial Patch Attacks on Deep Neural NetworksCode0
Simple, Fast, and Flexible Framework for Matrix Completion with Infinite Width Neural NetworksCode1
Adversarial Learning with Mask Reconstruction for Text-Guided Image InpaintingCode1
WaveFill: A Wavelet-based Generation Network for Image InpaintingCode1
JPGNet: Joint Predictive Filtering and Generative Network for Image InpaintingCode1
In-N-Out: Towards Good Initialization for Inpainting and OutpaintingCode1
Image Inpainting Using Wasserstein Generative Adversarial Imputation NetworkCode0
Cogradient Descent for Dependable LearningCode0
Deep Generative Learning via Schrödinger Bridge—0
Structure First Detail Next: Image Inpainting with Pyramid Generator—0
Context-Aware Image Inpainting with Learned Semantic PriorsCode1
Neural Monge Map estimation and its applicationsCode0
Noise Doesn't Lie: Towards Universal Detection of Deep Inpainting—0
Foreground-guided Facial Inpainting with Fidelity Preservation—0
PD-GAN: Probabilistic Diverse GAN for Image InpaintingCode1
Image Inpainting by End-to-End Cascaded Refinement with Mask AwarenessCode1
Deep Two-Stage High-Resolution Image InpaintingCode1
Diverse Image Inpainting with Bidirectional and Autoregressive Transformers—0
Image Inpainting with Edge-guided Learnable Bidirectional Attention MapsCode1
Stroke-Based Scene Text Erasing Using Synthetic Data for TrainingCode1
An End-to-End Computer Vision Methodology for Quantitative MetallographyCode1
Image Inpainting with External-internal Learning and Monochromic BottleneckCode1
PAC-Bayesian Matrix Completion with a Spectral Scaled Student Prior—0
Aggregated Contextual Transformations for High-Resolution Image InpaintingCode3
Bridging Global Context Interactions for High-Fidelity Image CompletionCode1
TransFill: Reference-guided Image Inpainting by Merging Multiple Color and Spatial Transformations—0
Bridging the Visual Gap: Wide-Range Image BlendingCode1
Learning a Sketch Tensor Space for Image Inpainting of Man-made ScenesCode1
Image Desaturation for SDO/AIA Using Deep Learning—0
Equivariant Imaging: Learning Beyond the Range SpaceCode1
High-Fidelity Pluralistic Image Completion with TransformersCode1
Large Scale Image Completion via Co-Modulated Generative Adversarial NetworksCode1
Using latent space regression to analyze and leverage compositionality in GANsCode1
Generating Diverse Structure for Image Inpainting With Hierarchical VQ-VAECode1
Conditional Image Generation by Conditioning Variational Auto-EncodersCode1
Restore from Restored: Single-image Inpainting—0
Test-Time Adaptation for Out-of-distributed Image Inpainting—0
Latent-Space Inpainting for Packet Loss Concealment in Collaborative Object Detection—0
ObjectAug: Object-level Data Augmentation for Semantic Image Segmentation—0
Blind Image Denoising and Inpainting Using Robust Hadamard AutoencodersCode0
GIID-Net: Generalizable Image Inpainting Detection via Neural Architecture Search and AttentionCode1
Iterative Facial Image Inpainting Based on an Encoder-Generator ArchitectureCode0
Symmetric-Constrained Irregular Structure Inpainting for Brain MRI Registration with Tumor Pathology—0
Image Harmonization With TransformerCode1
Distillation-Guided Image Inpainting—0
Parallel Multi-Resolution Fusion Network for Image Inpainting—0
CR-Fill: Generative Image Inpainting With Auxiliary Contextual ReconstructionCode1
Iterative Image Inpainting with Structural Similarity Mask for Anomaly Detection—0
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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