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Image Inpainting

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Papers

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Showing 301–350 of 708 papers

TitleStatusHype
Object Remover Performance Evaluation Methods using Class-wise Object Removal Images—0
RefFusion: Reference Adapted Diffusion Models for 3D Scene Inpainting—0
CDAD-Net: Bridging Domain Gaps in Generalized Category Discovery—0
Terrain Point Cloud Inpainting via Signal Decomposition—0
Locate, Assign, Refine: Taming Customized Promptable Image Inpainting—0
Don't Look into the Dark: Latent Codes for Pluralistic Image Inpainting—0
Fill in the ____ (a Diffusion-based Image Inpainting Pipeline)—0
Inpainting-Driven Mask Optimization for Object Removal—0
LeFusion: Controllable Pathology Synthesis via Lesion-Focused Diffusion ModelsCode0
HySim: An Efficient Hybrid Similarity Measure for Patch Matching in Image Inpainting—0
Attack Deterministic Conditional Image Generative Models for Diverse and Controllable Generation—0
Open-Vocabulary Scene Text Recognition via Pseudo-Image Labeling and Margin Loss—0
Generative AI in Vision: A Survey on Models, Metrics and Applications—0
Analysis of Deep Image Prior and Exploiting Self-Guidance for Image Reconstruction—0
Panoramic Image Inpainting With Gated Convolution And Contextual Reconstruction Loss—0
LatentPaint: Image Inpainting in Latent Space with Diffusion Models—0
Inpainting Normal Maps for Lightstage data—0
Adversarial Examples are Misaligned in Diffusion Model Manifolds—0
The Stronger the Diffusion Model, the Easier the Backdoor: Data Poisoning to Induce Copyright Breaches Without Adjusting Finetuning Pipeline—0
Improving Diffusion-Based Image Synthesis with Context Prediction—0
Deep autoregressive modeling for land use land cover—0
Fast Adaptation for Human Pose Estimation via Meta-Optimization—0
Distraction is All You Need: Memory-Efficient Image Immunization against Diffusion-Based Image Editing—0
Revisiting Nonlocal Self-Similarity from Continuous Representation—0
Robust Stochastically-Descending Unrolled NetworksCode0
Towards Architecture-Agnostic Untrained Network Priors for Image Reconstruction with Frequency RegularizationCode0
Planning and Rendering: Towards Product Poster Generation with Diffusion Models—0
SmartMask: Context Aware High-Fidelity Mask Generation for Fine-grained Object Insertion and Layout Control—0
A Task is Worth One Word: Learning with Task Prompts for High-Quality Versatile Image InpaintingCode0
DreamInpainter: Text-Guided Subject-Driven Image Inpainting with Diffusion Models—0
CalliPaint: Chinese Calligraphy Inpainting with Diffusion Model—0
Efficient Multimodal Diffusion Models Using Joint Data Infilling with Partially Shared U-Net—0
Denoising Diffusion Probabilistic Models for Image Inpainting of Cell Distributions in the Human Brain—0
Image Inpainting via Tractable Steering of Diffusion ModelsCode0
ACT-Diffusion: Efficient Adversarial Consistency Training for One-step Diffusion ModelsCode0
Emu Edit: Precise Image Editing via Recognition and Generation Tasks—0
VioLA: Aligning Videos to 2D LiDAR Scans—0
Exploring the Capability of Text-to-Image Diffusion Models with Structural Edge Guidance for Multi-Spectral Satellite Image Inpainting—0
Online Detection of AI-Generated Images—0
SAIR: Learning Semantic-aware Implicit Representation—0
Adversarial Masked Image Inpainting for Robust Detection of Mpox and Non-Mpox—0
Magicremover: Tuning-free Text-guided Image inpainting with Diffusion ModelsCode0
On the Contractivity of Plug-and-Play OperatorsCode0
DreamCom: Finetuning Text-guided Inpainting Model for Image Composition—0
Connecting Image Inpainting with Denoising in the Homogeneous Diffusion Setting—0
Reconstructing Existing Levels through Level Inpainting—0
Gradpaint: Gradient-Guided Inpainting with Diffusion Models—0
GAN-based Algorithm for Efficient Image Inpainting—0
Adapt and Diffuse: Sample-adaptive Reconstruction via Latent Diffusion ModelsCode0
Learning Energy-Based Models by Cooperative Diffusion Recovery LikelihoodCode0
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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