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Image Inpainting

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Papers

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Showing 351–400 of 708 papers

TitleStatusHype
Enhancing Blind Source Separation with Dissociative Principal Component Analysis—0
Enhancing Low Dose Computed Tomography Images Using Consistency Training Techniques—0
Enhancing Multi-Class Anomaly Detection via Diffusion Refinement with Dual Conditioning—0
Entropy Based Cartoon Texture Separation—0
Equivariant Imaging for Self-supervised Hyperspectral Image Inpainting—0
Erase Diffusion: Empowering Object Removal Through Calibrating Diffusion Pathways—0
Estimating localized complexity of white-matter wiring with GANs—0
Exploring the Capability of Text-to-Image Diffusion Models with Structural Edge Guidance for Multi-Spectral Satellite Image Inpainting—0
Face Completion with Semantic Knowledge and Collaborative Adversarial Learning—0
Fast Adaptation for Human Pose Estimation via Meta-Optimization—0
Faster Unsupervised Semantic Inpainting: A GAN Based Approach—0
Fill in the ____ (a Diffusion-based Image Inpainting Pipeline)—0
FiNet: Compatible and Diverse Fashion Image Inpainting—0
Foreground-aware Image Inpainting—0
Foreground-guided Facial Inpainting with Fidelity Preservation—0
Frame-Recurrent Video Inpainting by Robust Optical Flow Inference—0
Free-Form Image Inpainting via Contrastive Attention Network—0
From Simulated to Visual Data: A Robust Low-Rank Tensor Completion Approach using lp-Regression for Outlier Resistance—0
Connecting Image Inpainting with Denoising in the Homogeneous Diffusion Setting—0
GAN-based Algorithm for Efficient Image Inpainting—0
Generative AI in Vision: A Survey on Models, Metrics and Applications—0
Generative Image Inpainting with Submanifold Alignment—0
Generative Memory-Guided Semantic Reasoning Model for Image Inpainting—0
Generative Model for Heterogeneous Inference—0
Generative Steganography by Sampling—0
Generator Pyramid for High-Resolution Image Inpainting—0
GeoFill: Reference-Based Image Inpainting with Better Geometric Understanding—0
Geological Field Restoration through the Lens of Image Inpainting—0
GLaMa: Joint Spatial and Frequency Loss for General Image Inpainting—0
Global Context with Discrete Diffusion in Vector Quantised Modelling for Image Generation—0
GPU-Accelerated Mobile Multi-view Style Transfer—0
Gradpaint: Gradient-Guided Inpainting with Diffusion Models—0
GRIG: Few-Shot Generative Residual Image Inpainting—0
Group Sparse Coding for Image Denoising—0
Guaranteed Matrix Completion Under Multiple Linear Transformations—0
Guidance and Evaluation: Semantic-Aware Image Inpainting for Mixed Scenes—0
Guided Deep Generative Model-based Spatial Regularization for Multiband Imaging Inverse Problems—0
Guided Image Inpainting: Replacing an Image Region by Pulling Content from Another Image—0
Haar Nuclear Norms with Applications to Remote Sensing Imagery Restoration—0
Hadamard product in deep learning: Introduction, Advances and Challenges—0
Hallucinating Visual Instances in Total Absentia—0
Harmonizing Maximum Likelihood with GANs for Multimodal Conditional Generation—0
Hierarchical Approach for Total Variation Digital Image Inpainting—0
High-Fidelity Image Inpainting with Multimodal Guided GAN Inversion—0
High-Fidelity Image Inpainting with GAN Inversion—0
Highly corrupted image inpainting through hypoelliptic diffusion—0
Hinge-FM2I: An Approach using Image Inpainting for Interpolating Missing Data in Univariate Time Series—0
HySim: An Efficient Hybrid Similarity Measure for Patch Matching in Image Inpainting—0
I2AM: Interpreting Image-to-Image Latent Diffusion Models via Attribution Maps—0
IE-NeRF: Inpainting Enhanced Neural Radiance Fields in the Wild—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