SOTAVerified

Image Reconstruction

Papers

Showing 15261550 of 2143 papers

TitleStatusHype
Improving spatial domain based image formation through compressed sensing0
Sampling possible reconstructions of undersampled acquisitions in MR imagingCode0
S3K: Self-Supervised Semantic Keypoints for Robotic Manipulation via Multi-View Consistency0
Deep Image Reconstruction using Unregistered Measurements without Groundtruth0
Deep Artifact-Free Residual Network for Single Image Super-Resolution0
Complex Convolutional Neural Networks for Ultrafast Ultrasound Image Reconstruction from In-Phase/Quadrature Signal0
Iterative regularization algorithms for image denoising with the TV-Stokes model0
Remote sensing image fusion based on Bayesian GAN0
Back to Event Basics: Self-Supervised Learning of Image Reconstruction for Event Cameras via Photometric Constancy0
Deep Learning in Photoacoustic Tomography: Current approaches and future directionsCode1
CSI2Image: Image Reconstruction from Channel State Information Using Generative Adversarial Networks0
Efficient Folded Attention for 3D Medical Image Reconstruction and Segmentation0
A Residual Solver and Its Unfolding Neural Network for Total Variation Regularized Models0
Adversarial attacks on deep learning models for fatty liver disease classification by modification of ultrasound image reconstruction method0
CNN-Based Ultrasound Image Reconstruction for Ultrafast Displacement Tracking0
Privacy Leakage of SIFT Features via Deep Generative Model based Image ReconstructionCode0
When Image Decomposition Meets Deep Learning: A Novel Infrared and Visible Image Fusion Method0
Data and Image Prior Integration for Image Reconstruction Using Consensus Equilibrium0
Image Reconstruction of Static and Dynamic Scenes through Anisoplanatic Turbulence0
Unsupervised MRI Reconstruction with Generative Adversarial NetworksCode1
Deep Learning based Spectral CT Imaging0
CNN-Based Image Reconstruction Method for Ultrafast Ultrasound ImagingCode1
Probabilistic Deep Learning for Instance Segmentation0
Vulnerability of Face Recognition Systems Against Composite Face Reconstruction Attack0
Uncertainty Analysis in SPECT Reconstruction based on Probabilistic Programming0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Taming-VQGAN (16x16)FID3.64Unverified
2VQGAN-LC (16x16)FID2.62Unverified
3MaskGIT-VQGAN (16x16)FID2.28Unverified
4RQ-VAE (8x8x16)FID1.83Unverified
5TiTok-S-128FID1.71Unverified
6MaskBit (16x16)FID1.66Unverified
7ViT-VQGAN (16x16)FID1.28Unverified
8Open-Magvit2 (16x16)FID1.17Unverified
9Mo-VQGAN (16x16x4)FID1.12Unverified
10IBQ (16x16)FID1Unverified
#ModelMetricClaimedVerifiedStatus
1VAR (16x16)rFID9.85Unverified
2VQGAN (16x16)rFID5.95Unverified
3LlamaGen (16x16)rFID5.59Unverified
4Open-Magvit2 (16x16)rFID4.18Unverified
5MGVQ (16x16x4)rFID1.59Unverified
6SD-VAE (16x16)rFID1.07Unverified
#ModelMetricClaimedVerifiedStatus
1pix2pixFID96.31Unverified
2bFTFID74.9Unverified
3Xian et al._FID60.85Unverified
4PI-RECFID0.07Unverified
#ModelMetricClaimedVerifiedStatus
1pix2pixFID197.49Unverified
2bFTFID121.2Unverified
3Xian et al._FID44.76Unverified
4PI-RECFID0.02Unverified
#ModelMetricClaimedVerifiedStatus
1Ours (STFT: magnitude, L1l=1) W-ReplicateSSIM0.88Unverified
2Ours (STFT: magnitude, L1l=1) WS-ReplicateSSIM0.86Unverified
#ModelMetricClaimedVerifiedStatus
1AugVAE-SLFID3.28Unverified
2AugVAE-MLFID1.04Unverified
#ModelMetricClaimedVerifiedStatus
1bFTFID58.4Unverified
#ModelMetricClaimedVerifiedStatus
1SwinSFAverage PSNR39.61Unverified