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Image Inpainting

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Papers

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Showing 351–400 of 708 papers

TitleStatusHype
Approximately Equivariant Graph NetworksCode0
Dancing Avatar: Pose and Text-Guided Human Motion Videos Synthesis with Image Diffusion Model—0
Geometry of the Visual Cortex with Applications to Image Inpainting and EnhancementCode0
DiffGANPaint: Fast Inpainting Using Denoising Diffusion GANs—0
Seeing Behind Dynamic Occlusions with Event Cameras—0
Phenotype-preserving metric design for high-content image reconstruction by generative inpaintingCode0
SuperInpaint: Learning Detail-Enhanced Attentional Implicit Representation for Super-resolutional Image Inpainting—0
Reference-based Painterly Inpainting via Diffusion: Crossing the Wild Reference Domain Gap—0
Quaternion tensor left ring decomposition and application for color image inpainting—0
Both Spatial and Frequency Cues Contribute to High-Fidelity Image Inpainting—0
Filling time-series gaps using image techniques: Multidimensional context autoencoder approach for building energy data imputationCode0
DiffuseGAE: Controllable and High-fidelity Image Manipulation from Disentangled Representation—0
Guided Deep Generative Model-based Spatial Regularization for Multiband Imaging Inverse Problems—0
Deep Generative Models for Decision-Making and Control—0
Parametric Implicit Face Representation for Audio-Driven Facial Reenactment—0
Diffusion Brush: A Latent Diffusion Model-based Editing Tool for AI-generated Images—0
Adaptive Conditional Quantile Neural ProcessesCode0
Scene restoration from scaffold occlusion using deep learning-based methods—0
INCLG: Inpainting for Non-Cleft Lip Generation with a Multi-Task Image Processing Network—0
Nonnegative Low-Rank Tensor Completion via Dual Formulation with Applications to Image and Video Completion—0
AURA : Automatic Mask Generator using Randomized Input Sampling for Object Removal—0
Multi-stage Progressive Reasoning for Dunhuang Murals Inpainting—0
CSI-Inpainter: Enabling Visual Scene Recovery from CSI Time Sequences for Occlusion Removal—0
Quaternion Matrix Completion Using Untrained Quaternion Convolutional Neural Network for Color Image Inpainting—0
GRIG: Few-Shot Generative Residual Image Inpainting—0
Segment Anything in Non-Euclidean Domains: Challenges and Opportunities—0
NF-ULA: Langevin Monte Carlo with Normalizing Flow Prior for Imaging Inverse ProblemsCode0
Diffusion Models as Masked AutoencodersCode0
DiracDiffusion: Denoising and Incremental Reconstruction with Assured Data-ConsistencyCode0
Region-wise matching for image inpainting based on adaptive weighted low-rank decomposition—0
Non-convex approaches for low-rank tensor completion under tubal sampling—0
Learning Stationary Markov Processes with Contrastive AdjustmentCode0
TextIR: A Simple Framework for Text-based Editable Image Restoration—0
RGI: robust GAN-inversion for mask-free image inpainting and unsupervised pixel-wise anomaly detection—0
Road Redesign Technique Achieving Enhanced Road Safety by Inpainting with a Diffusion Model—0
Learning to Scale Temperature in Masked Self-Attention for Image Inpainting—0
A Theoretical Justification for Image Inpainting using Denoising Diffusion Probabilistic Models—0
Improving Cross-modal Alignment for Text-Guided Image Inpainting—0
Efficient Flow-Guided Multi-frame De-fencing—0
A Tale of Two Latent Flows: Learning Latent Space Normalizing Flow with Short-run Langevin Flow for Approximate Inference—0
DIFAI: Diverse Facial Inpainting using StyleGAN Inversion—0
Layout-guided Indoor Panorama Inpainting with Plane-aware Normalization—0
Adapting to Skew: Imputing Spatiotemporal Urban Data with 3D Partial Convolutions and Biased Masking—0
NUWA-LIP: Language-Guided Image Inpainting With Defect-Free VQGAN—0
Rethinking Fast Fourier Convolution in Image Inpainting—0
Group Sparse Coding for Image Denoising—0
Removing Objects From Neural Radiance Fields—0
Structure-guided Image Outpainting—0
Imagen Editor and EditBench: Advancing and Evaluating Text-Guided Image Inpainting—0
SmartBrush: Text and Shape Guided Object Inpainting with Diffusion ModelCode0
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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