SOTAVerified

Image Reconstruction

Papers

Showing 76–100 of 2143 papers

TitleStatusHype
Nonlinear optical encoding enabled by recurrent linear scatteringCode1
Deep Physics-Guided Unrolling Generalization for Compressed SensingCode1
Deep Learning for Event-based Vision: A Comprehensive Survey and BenchmarksCode1
Deep Generalization of Structured Low-Rank Algorithms (Deep-SLR)Code1
Deep learning for photoacoustic imaging: a surveyCode1
Deep Convolutional Autoencoders for reconstructing magnetic resonance images of the healthy brainCode1
Data Consistent Deep Rigid MRI Motion CorrectionCode1
DC-WCNN: A deep cascade of wavelet based convolutional neural networks for MR Image ReconstructionCode1
Deep, Deep Learning with BARTCode1
Deep Learning in Photoacoustic Tomography: Current approaches and future directionsCode1
Computing Multiple Image Reconstructions with a Single HypernetworkCode1
A Deep Learning Framework to Reconstruct Face under MaskCode1
Analysis of Deep Complex-Valued Convolutional Neural Networks for MRI ReconstructionCode1
Context-Aware Pretraining for Efficient Blind Image DecompositionCode1
CoIL: Coordinate-based Internal Learning for Imaging Inverse ProblemsCode1
CNN-Based Image Reconstruction Method for Ultrafast Ultrasound ImagingCode1
A deep network for sinogram and CT image reconstructionCode1
Compressive Spectral Image Reconstruction using Deep Prior and Low-Rank Tensor RepresentationCode1
A Differentiable Two-stage Alignment Scheme for Burst Image Reconstruction with Large ShiftCode1
Comparison of convolutional neural networks for cloudy optical images reconstruction from single or multitemporal joint SAR and optical imagesCode1
Accelerated Motion Correction with Deep Generative Diffusion ModelsCode1
ADJUST: A Dictionary-Based Joint Reconstruction and Unmixing Method for Spectral TomographyCode1
Deep Bayesian InversionCode1
A Decoupled Multi-Task Network for Shadow RemovalCode1
CMRxRecon: An open cardiac MRI dataset for the competition of accelerated image reconstructionCode1
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Benchmark Results

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