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Image Inpainting

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Papers

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Showing 401–450 of 708 papers

TitleStatusHype
DAFT-GAN: Dual Affine Transformation Generative Adversarial Network for Text-Guided Image Inpainting—0
LatentPaint: Image Inpainting in Latent Space with Diffusion Models—0
Latent-Space Inpainting for Packet Loss Concealment in Collaborative Object Detection—0
Layout-guided Indoor Panorama Inpainting with Plane-aware Normalization—0
3DFill:Reference-guided Image Inpainting by Self-supervised 3D Image Alignment—0
Curve Reconstruction via the Global Statistics of Natural Curves—0
Analogist: Out-of-the-box Visual In-Context Learning with Image Diffusion Model—0
CURE: Curvature Regularization For Missing Data Recovery—0
Towards Full-to-Empty Room Generation with Structure-Aware Feature Encoding and Soft Semantic Region-Adaptive Normalization—0
Cortical-inspired image reconstruction via sub-Riemannian geometry and hypoelliptic diffusion—0
Algorithm-Induced Prior for Image Restoration—0
CorrFill: Enhancing Faithfulness in Reference-based Inpainting with Correspondence Guidance in Diffusion Models—0
Correlated discrete data generation using adversarial training—0
Learning Sparse Masks for Diffusion-based Image Inpainting—0
Towards robustness under occlusion for face recognition—0
Copy-Move Forgery Classification via Unsupervised Domain Adaptation—0
Learning to Inpaint by Progressively Growing the Mask Regions—0
Learning to Scale Temperature in Masked Self-Attention for Image Inpainting—0
A Hybrid Spiking-Convolutional Neural Network Approach for Advancing Machine Learning Models—0
A Greedy Approach to _0, Based Convolutional Sparse Coding—0
Convolutional Neural Processes for Inpainting Satellite Images—0
Controllable Semantic Image Inpainting—0
Contrastive Learning for Diverse Disentangled Foreground Generation—0
Light-weight pixel context encoders for image inpainting—0
Continuation of Famous Art with AI: A Conditional Adversarial Network Inpainting Approach—0
A Generic Approach for Enhancing GANs by Regularized Latent Optimization—0
Local Lesion Generation is Effective for Capsule Endoscopy Image Data Augmentation in a Limited Data Setting—0
Locate, Assign, Refine: Taming Customized Promptable Image Inpainting—0
Low-Rank Tensor Function Representation for Multi-Dimensional Data Recovery—0
Lunar surface image restoration using U-net based deep neural networks—0
Contextual-based Image Inpainting: Infer, Match, and Translate—0
Contextual Attention Mechanism, SRGAN Based Inpainting System for Eliminating Interruptions from Images—0
TransFill: Reference-guided Image Inpainting by Merging Multiple Color and Spatial Transformations—0
Manifold Based Low-rank Regularization for Image Restoration and Semi-supervised Learning—0
Manifold Modeling in Quotient Space: Learning An Invariant Mapping with Decodability of Image Patches—0
Transformer-based Image and Video Inpainting: Current Challenges and Future Directions—0
Context-based Image Segment Labeling (CBISL)—0
Context-Aware Text-Based Binary Image Stylization and Synthesis—0
Context-Aware Semantic Inpainting—0
Matrix Completion with Noisy Entries and Outliers—0
A Generative Learning Approach for Spatio-temporal Modeling in Connected Vehicular Network—0
Conformalized Generative Bayesian Imaging: An Uncertainty Quantification Framework for Computational Imaging—0
Minimum n-Rank Approximation via Iterative Hard Thresholding—0
Computer Vision Accelerators for Mobile Systems based on OpenCL GPGPU Co-Processing—0
MIRAM: Masked Image Reconstruction Across Multiple Scales for Breast Lesion Risk Prediction—0
MIRE: Matched Implicit Neural Representations—0
Compatible and Diverse Fashion Image Inpainting—0
Come-Closer-Diffuse-Faster: Accelerating Conditional Diffusion Models for Inverse Problems through Stochastic Contraction—0
Modeling Gestalt Visual Reasoning on the Raven's Progressive Matrices Intelligence Test Using Generative Image Inpainting Techniques—0
Moderating the Generalization of Score-based Generative Model—0
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All datasetsPlaces2CelebAImageNetPlaces2 valCelebA-HQFFHQ 512 x 512FFHQ 1024 x 1024Paris StreetViewApolloScapeApolloscape InpaintingPlaces365StreetView

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