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Image Inpainting

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Papers

Showing 201250 of 708 papers

TitleStatusHype
Phenotype-preserving metric design for high-content image reconstruction by generative inpaintingCode0
Reference-based Painterly Inpainting via Diffusion: Crossing the Wild Reference Domain Gap0
Quaternion tensor left ring decomposition and application for color image inpainting0
Deficiency-Aware Masked Transformer for Video InpaintingCode1
Flow Matching in Latent SpaceCode2
Both Spatial and Frequency Cues Contribute to High-Fidelity Image Inpainting0
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 Representation0
WavePaint: Resource-efficient Token-mixer for Self-supervised InpaintingCode1
Practical and Asymptotically Exact Conditional Sampling in Diffusion ModelsCode1
Guided Deep Generative Model-based Spatial Regularization for Multiband Imaging Inverse Problems0
Simultaneous Image-to-Zero and Zero-to-Noise: Diffusion Models with Analytical Image AttenuationCode1
TransRef: Multi-Scale Reference Embedding Transformer for Reference-Guided Image InpaintingCode1
Energy-Based Cross Attention for Bayesian Context Update in Text-to-Image Diffusion ModelsCode1
Deep Generative Models for Decision-Making and Control0
Parametric Implicit Face Representation for Audio-Driven Facial Reenactment0
Designing a Better Asymmetric VQGAN for StableDiffusionCode3
Towards Interactive Image Inpainting via Sketch RefinementCode1
Diffusion Brush: A Latent Diffusion Model-based Editing Tool for AI-generated Images0
Adaptive Conditional Quantile Neural ProcessesCode0
Scene restoration from scaffold occlusion using deep learning-based methods0
LeftRefill: Filling Right Canvas based on Left Reference through Generalized Text-to-Image Diffusion ModelCode1
INCLG: Inpainting for Non-Cleft Lip Generation with a Multi-Task Image Processing Network0
Nonnegative Low-Rank Tensor Completion via Dual Formulation with Applications to Image and Video Completion0
AURA : Automatic Mask Generator using Randomized Input Sampling for Object Removal0
T-former: An Efficient Transformer for Image InpaintingCode1
Multi-stage Progressive Reasoning for Dunhuang Murals Inpainting0
CSI-Inpainter: Enabling Visual Scene Recovery from CSI Time Sequences for Occlusion Removal0
Quaternion Matrix Completion Using Untrained Quaternion Convolutional Neural Network for Color Image Inpainting0
GRIG: Few-Shot Generative Residual Image Inpainting0
Segment Anything in Non-Euclidean Domains: Challenges and Opportunities0
NF-ULA: Langevin Monte Carlo with Normalizing Flow Prior for Imaging Inverse ProblemsCode0
Inpaint Anything: Segment Anything Meets Image InpaintingCode5
Towards Coherent Image Inpainting Using Denoising Diffusion Implicit ModelsCode1
Inst-Inpaint: Instructing to Remove Objects with Diffusion ModelsCode2
Diffusion Models as Masked AutoencodersCode0
DiracDiffusion: Denoising and Incremental Reconstruction with Assured Data-ConsistencyCode0
Generative Image Inpainting with Segmentation Confusion Adversarial Training and Contrastive LearningCode1
Region-wise matching for image inpainting based on adaptive weighted low-rank decomposition0
Non-convex approaches for low-rank tensor completion under tubal sampling0
CoordFill: Efficient High-Resolution Image Inpainting via Parameterized Coordinate QueryingCode1
Learning Stationary Markov Processes with Contrastive AdjustmentCode0
Consistency ModelsCode5
TextIR: A Simple Framework for Text-based Editable Image Restoration0
RGI: robust GAN-inversion for mask-free image inpainting and unsupervised pixel-wise anomaly detection0
Simulating analogue film damage to analyse and improve artefact restoration on high-resolution scansCode1
Road Redesign Technique Achieving Enhanced Road Safety by Inpainting with a Diffusion Model0
Learning to Scale Temperature in Masked Self-Attention for Image Inpainting0
Leveraging Inpainting for Single-Image Shadow RemovalCode1
Generative Diffusion Models on Graphs: Methods and ApplicationsCode2
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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