SOTAVerified

Image Reconstruction

Papers

Showing 14761500 of 2143 papers

TitleStatusHype
Accelerated MRI With Deep Linear Convolutional Transform Learning0
Accelerated partial separable model using dimension-reduced optimization technique for ultra-fast cardiac MRI0
Accelerating cardiac cine MRI using a deep learning-based ESPIRiT reconstruction0
Accelerating Cardiac MRI Reconstruction with CMRatt: An Attention-Driven Approach0
Practical Operator Sketching Framework for Accelerating Iterative Data-Driven Solutions in Inverse Problems0
Accelerating lensed quasar discovery and modeling with physics-informed variational autoencoders0
Accelerating Plug-and-Play Image Reconstruction via Multi-Stage Sketched Gradients0
ACCELERATION: Sequentially-scanning DECT Imaging Using High Temporal Resolution Image Reconstruction And Temporal Extrapolation0
ACE-Net: AutofoCus-Enhanced Convolutional Network for Field Imperfection Estimation with application to high b-value spiral Diffusion MRI0
A Channel-Triggered Backdoor Attack on Wireless Semantic Image Reconstruction0
MCU-Net: A Multi-prior Collaborative Deep Unfolding Network with Gates-controlled Spatial Attention for Accelerated MR Image Reconstruction0
A Comparative Study of Variational Autoencoders, Normalizing Flows, and Score-based Diffusion Models for Electrical Impedance Tomography0
A Comparison of Super-Resolution and Nearest Neighbors Interpolation Applied to Object Detection on Satellite Data0
A comprehensive benchmark analysis for sand dust image reconstruction0
A Comprehensive Review of Generative AI in Healthcare0
A Comprehensive Survey on Magnetic Resonance Image Reconstruction0
A Continuous Max-Flow Approach to Cyclic Field Reconstruction0
A convergence proof of the split Bregman method for regularized least-squares problems0
A Convolutional Forward and Back-Projection Model for Fan-Beam Geometry0
Active Phase-Encode Selection for Slice-Specific Fast MR Scanning Using a Transformer-Based Deep Reinforcement Learning Framework0
Adaptive Blind Super-Resolution Network for Spatial-Specific and Spatial-Agnostic Degradations0
Adaptive convolutional neural networks for k-space data interpolation in fast magnetic resonance imaging0
Adaptive Graph-based Total Variation for Tomographic Reconstructions0
Adaptive Information Bottleneck Guided Joint Source and Channel Coding for Image Transmission0
Adaptive Local Neighborhood-based Neural Networks for MR Image Reconstruction from Undersampled Data0
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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