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Image Inpainting

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Papers

Showing 301350 of 708 papers

TitleStatusHype
High-Fidelity Image Inpainting with GAN Inversion0
Unbiased Multi-Modality Guidance for Image InpaintingCode1
Efficient data-driven gap filling of satellite image time series using deep neural networks with partial convolutionsCode1
TBI-GAN: An Adversarial Learning Approach for Data Synthesis on Traumatic Brain Segmentation0
Inpainting at Modern Camera Resolution by Guided PatchMatch with Auto-Curation0
Keys to Better Image Inpainting: Structure and Texture Go Hand in HandCode1
Perceptual Artifacts Localization for InpaintingCode1
Generalized Nonconvex Approach for Low-Tubal-Rank Tensor RecoveryCode1
Learning Prior Feature and Attention Enhanced Image InpaintingCode1
A Feasibility Study on Image Inpainting for Non-cleft Lip Generation from Patients with Cleft LipCode0
Reference-Guided Texture and Structure Inference for Image InpaintingCode1
CNN-based Euler's Elastica Inpainting with Deep Energy and Deep Image Prior0
Neural Implicit Dictionary via Mixture-of-Expert TrainingCode1
Offset equivariant networks and their applicationsCode0
Unsupervised High-Resolution Portrait Gaze Correction and AnimationCode2
Feature Refinement to Improve High Resolution Image InpaintingCode5
Self-Supervised Training with Autoencoders for Visual Anomaly Detection0
Multi-Modality Image Inpainting using Generative Adversarial NetworksCode0
Wavelet Prior Attention Learning in Axial Inpainting Network0
Blended Latent DiffusionCode2
Improving Diffusion Models for Inverse Problems using Manifold ConstraintsCode2
Top-down inference in an early visual cortex inspired hierarchical Variational Autoencoder0
PolypConnect: Image inpainting for generating realistic gastrointestinal tract images with polypsCode0
Training and Inference on Any-Order Autoregressive Models the Right WayCode1
Convolutional Neural Processes for Inpainting Satellite Images0
Multi-feature Co-learning for Image InpaintingCode0
Planning with Diffusion for Flexible Behavior SynthesisCode3
Towards Unified Keyframe Propagation ModelsCode2
GLaMa: Joint Spatial and Frequency Loss for General Image Inpainting0
A Saliency-Guided Street View Image Inpainting Framework for Efficient Last-Meters WayfindingCode0
SaiNet: Stereo aware inpainting behind objects with generative networks0
Blind Image Inpainting with Sparse Directional Filter Dictionaries for Lightweight CNNs0
Reduce Information Loss in Transformers for Pluralistic Image InpaintingCode1
Iterative Geometry-Aware Cross Guidance Network for Stereo Image Inpainting0
An Analysis of Generative Methods for Multiple Image Inpainting0
DAM-GAN : Image Inpainting using Dynamic Attention Map based on Fake Texture Detection0
Shape-guided Object Inpainting0
Contextual Attention Mechanism, SRGAN Based Inpainting System for Eliminating Interruptions from Images0
Adversarially robust segmentation models learn perceptually-aligned gradients0
Region-aware Attention for Image Inpainting0
MAT: Mask-Aware Transformer for Large Hole Image InpaintingCode2
Diverse Plausible 360-Degree Image Outpainting for Efficient 3DCG Background CreationCode1
Complex Scene Image Editing by Scene Graph ComprehensionCode0
CM-GAN: Image Inpainting with Cascaded Modulation GAN and Object-Aware TrainingCode2
Bayesian Low-rank Matrix Completion with Dual-graph Embedding: Prior Analysis and Tuning-free Inference0
MISF: Multi-level Interactive Siamese Filtering for High-Fidelity Image InpaintingCode1
Manifold Modeling in Quotient Space: Learning An Invariant Mapping with Decodability of Image Patches0
Incremental Transformer Structure Enhanced Image Inpainting with Masking Positional EncodingCode2
Conditional Simulation Using Diffusion Schrödinger BridgesCode1
Multi-scale Sparse Representation-Based Shadow Inpainting for Retinal OCT Images0
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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