SOTAVerified

Image Reconstruction

Papers

Showing 451475 of 2143 papers

TitleStatusHype
DARCS: Memory-Efficient Deep Compressed Sensing Reconstruction for Acceleration of 3D Whole-Heart Coronary MR Angiography0
Is Differentiable Architecture Search truly a One-Shot Method?0
Data and Image Prior Integration for Image Reconstruction Using Consensus Equilibrium0
Data augmentation for deep learning based accelerated MRI reconstruction0
Data consistency networks for (calibration-less) accelerated parallel MR image reconstruction0
Data Consistent CT Reconstruction from Insufficient Data with Learned Prior Images0
DeepPhaseCut: Deep Relaxation in Phase for Unsupervised Fourier Phase Retrieval0
Convolutional Sparse Coding for Compressed Sensing CT Reconstruction0
Data-Driven Bilateral Generalized Two-Dimensional Quaternion Principal Component Analysis with Application to Color Face Recognition0
Data-Driven Learning of a Union of Sparsifying Transforms Model for Blind Compressed Sensing0
A Dataset-free Deep learning Method for Low-Dose CT Image Reconstruction0
Data Stealing Attack on Medical Images: Is it Safe to Export Networks from Data Lakes?0
A Residual Solver and Its Unfolding Neural Network for Total Variation Regularized Models0
ACCELERATION: Sequentially-scanning DECT Imaging Using High Temporal Resolution Image Reconstruction And Temporal Extrapolation0
Are NeRFs ready for autonomous driving? Towards closing the real-to-simulation gap0
DEALing with Image Reconstruction: Deep Attentive Least Squares0
A hierarchical approach to deep learning and its application to tomographic reconstruction0
DeepMB: Deep neural network for real-time optoacoustic image reconstruction with adjustable speed of sound0
Deep ADMM-Net for Compressive Sensing MRI0
Deep Artifact-Free Residual Network for Single Image Super-Resolution0
Deep Auto-encoder with Neural Response0
Deep Autofocus for Synthetic Aperture Sonar0
Adversarial attacks on deep learning models for fatty liver disease classification by modification of ultrasound image reconstruction method0
A Relay System for Semantic Image Transmission based on Shared Feature Extraction and Hyperprior Entropy Compression0
3D-EPI Blip-Up/Down Acquisition (BUDA) with CAIPI and Joint Hankel Structured Low-Rank Reconstruction for Rapid Distortion-Free High-Resolution T2* Mapping0
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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