SOTAVerified

Image Reconstruction

Papers

Showing 19511975 of 2143 papers

TitleStatusHype
3D FLAT: Feasible Learned Acquisition Trajectories for Accelerated MRICode0
I^3Net: Inter-Intra-slice Interpolation Network for Medical Slice SynthesisCode0
Hyperparameter selection for Discrete Mumford-ShahCode0
Microscopy Image Restoration with Deep Wiener-Kolmogorov filtersCode0
Attention Incorporated Network for Sharing Low-rank, Image and K-space Information during MR Image Reconstruction to Achieve Single Breath-hold Cardiac Cine ImagingCode0
Mind Artist: Creating Artistic Snapshots with Human ThoughtCode0
HyperCoil-Recon: A Hypernetwork-based Adaptive Coil Configuration Task Switching Network for MRI ReconstructionCode0
Deep Learning-Based Image Compression for Wireless Communications: Impacts on Reliability,Throughput, and LatencyCode0
HUNet: Homotopy Unfolding Network for Image Compressive SensingCode0
Quantile-Based Randomized Kaczmarz for Corrupted Tensor Linear SystemsCode0
How to Blend Concepts in Diffusion ModelsCode0
Highly Scalable Image Reconstruction using Deep Neural Networks with Bandpass FilteringCode0
AnonyNoise: Anonymizing Event Data with Smart Noise to Outsmart Re-Identification and Preserve PrivacyCode0
A Deep Cascade of Convolutional Neural Networks for Dynamic MR Image ReconstructionCode0
Deep learning-based blind image super-resolution with iterative kernel reconstruction and noise estimationCode0
An Online Plug-and-Play Algorithm for Regularized Image ReconstructionCode0
A Trust-Guided Approach to MR Image Reconstruction with Side InformationCode0
Hierarchical Residual Learning Based Vector Quantized Variational Autoencoder for Image Reconstruction and GenerationCode0
gvnn: Neural Network Library for Geometric Computer VisionCode0
Quantum Down Sampling Filter for Variational Auto-encoderCode0
Adaptive Image Sampling using Deep Learning and its Application on X-Ray Fluorescence Image ReconstructionCode0
Compressed MRI Reconstruction Exploiting a Rotation-Invariant Total Variation DiscretizationCode0
Semi-Supervised Biomedical Image Segmentation via Diffusion Models and Teacher-Student Co-TrainingCode0
SUREMap: Predicting Uncertainty in CNN-based Image Reconstruction Using Stein's Unbiased Risk EstimateCode0
Mixed-granularity Implicit Representation for Continuous Hyperspectral Compressive ReconstructionCode0
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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