SOTAVerified

Image Reconstruction

Papers

Showing 476500 of 2143 papers

TitleStatusHype
Investigating the use of publicly available natural videos to learn Dynamic MR image reconstructionCode0
Interval Neural Networks as Instability Detectors for Image ReconstructionsCode0
Information Competing Process for Learning Diversified RepresentationsCode0
Interval Neural Networks: Uncertainty ScoresCode0
Improving Generalization of Deep Networks for Inverse Reconstruction of Image SequencesCode0
Improved low-count quantitative PET reconstruction with an iterative neural networkCode0
Compressed Sensing: A Discrete Optimization ApproachCode0
Improved Multi-Shot Diffusion-Weighted MRI with Zero-Shot Self-Supervised Learning ReconstructionCode0
OADAT: Experimental and Synthetic Clinical Optoacoustic Data for Standardized Image ProcessingCode0
Deep Efficient End-to-end Reconstruction (DEER) Network for Few-view Breast CT Image ReconstructionCode0
Synthetic Hyperspectral Array Video Database with Applications to Cross-Spectral Reconstruction and Hyperspectral Video CodingCode0
Improving Self-Supervised Single View Depth Estimation by Masking OcclusionCode0
Inverse Halftoning Through Structure-Aware Deep Convolutional Neural NetworksCode0
J-MoDL: Joint Model-Based Deep Learning for Optimized Sampling and ReconstructionCode0
On the Benefit of Adversarial Training for Monocular Depth EstimationCode0
Learning Disentangled Representations via Mutual Information EstimationCode0
Compressed MRI Reconstruction Exploiting a Rotation-Invariant Total Variation DiscretizationCode0
An unsupervised method for MRI recovery: Deep image prior with structured sparsityCode0
Deep Guess acceleration for explainable image reconstruction in sparse-view CTCode0
Image-to-Image MLP-mixer for Image ReconstructionCode0
Image Reconstruction with Predictive Filter FlowCode0
A Trust-Guided Approach to MR Image Reconstruction with Side InformationCode0
Imaging at the quantum limit with convolutional neural networksCode0
Image reconstruction by domain transform manifold learningCode0
Image Processing Using Multi-Code GAN PriorCode0
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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