SOTAVerified

Image Reconstruction

Papers

Showing 551575 of 2143 papers

TitleStatusHype
Image Reconstruction with Predictive Filter FlowCode0
Imaging at the quantum limit with convolutional neural networksCode0
An Empirical Study Of Self-supervised Learning Approaches For Object Detection With TransformersCode0
An Efficient Inference Frame for SMLM (Single-Molecule Localization Microscopy)Code0
Adaptive Measurement Network for CS Image ReconstructionCode0
Image Processing Using Multi-Code GAN PriorCode0
Image reconstruction by domain transform manifold learningCode0
Can Deep Learning Outperform Modern Commercial CT Image Reconstruction Methods?Code0
CAMP-Net: Consistency-Aware Multi-Prior Network for Accelerated MRI ReconstructionCode0
DualDis: Dual-Branch Disentangling with Adversarial LearningCode0
Instant Uncertainty Calibration of NeRFs Using a Meta-CalibratorCode0
Improved low-count quantitative PET reconstruction with an iterative neural networkCode0
Lightweight Improved Residual Network for Efficient Inverse Tone MappingCode0
CaCL: Class-aware Codebook Learning for Weakly Supervised Segmentation on Diffuse Image PatternsCode0
I^3Net: Inter-Intra-slice Interpolation Network for Medical Slice SynthesisCode0
Hyperparameter selection for Discrete Mumford-ShahCode0
HyperCoil-Recon: A Hypernetwork-based Adaptive Coil Configuration Task Switching Network for MRI ReconstructionCode0
Brain Extraction from Normal and Pathological Images: A Joint PCA/Image-Reconstruction ApproachCode0
Adaptive Image Sampling using Deep Learning and its Application on X-Ray Fluorescence Image ReconstructionCode0
Brain Anatomy Prior Modeling to Forecast Clinical Progression of Cognitive Impairment with Structural MRICode0
Fourier Transform Approximation as an Auxiliary Task for Image ClassificationCode0
How to Blend Concepts in Diffusion ModelsCode0
HUNet: Homotopy Unfolding Network for Image Compressive SensingCode0
Image Compressed Sensing with Multi-scale Dilated Convolutional Neural NetworkCode0
Blind Primed Supervised (BLIPS) Learning for MR Image ReconstructionCode0
Show:102550
← PrevPage 23 of 86Next →

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