SOTAVerified

Image Reconstruction

Papers

Showing 451475 of 2143 papers

TitleStatusHype
Iterative PET Image Reconstruction Using Convolutional Neural Network RepresentationCode0
JSI-GAN: GAN-Based Joint Super-Resolution and Inverse Tone-Mapping with Pixel-Wise Task-Specific Filters for UHD HDR VideoCode0
IRIS: A Bayesian Approach for Image Reconstruction in Radio Interferometry with expressive Score-Based priorsCode0
An Educated Warm Start For Deep Image Prior-Based Micro CT ReconstructionCode0
Invert to Learn to InvertCode0
A Post-Processing Tool and Feasibility Study for Three-Dimensional Imaging with Electrical Impedance Tomography During Deep Brain Stimulation SurgeryCode0
Investigating the use of publicly available natural videos to learn Dynamic MR image reconstructionCode0
Iterative Optimal Attention and Local Model for Single Image Rain Streak RemovalCode0
Interval Neural Networks: Uncertainty ScoresCode0
Model-based Federated Learning for Accurate MR Image Reconstruction from Undersampled k-space DataCode0
Interval Neural Networks as Instability Detectors for Image ReconstructionsCode0
Inverse Halftoning Through Structure-Aware Deep Convolutional Neural NetworksCode0
Information Competing Process for Learning Diversified RepresentationsCode0
Inverse receptive field attention for naturalistic image reconstruction from the brainCode0
Improving Self-Supervised Single View Depth Estimation by Masking OcclusionCode0
A Plug-and-Play Method for Rare Human-Object Interactions Detection by Bridging Domain GapCode0
Decoding fMRI Data into Captions using Prefix Language ModelingCode0
Decoding visual brain representations from electroencephalography through Knowledge Distillation and latent diffusion modelsCode0
Improving Generalization of Deep Networks for Inverse Reconstruction of Image SequencesCode0
MRI Recovery with Self-Calibrated Denoisers without Fully-Sampled DataCode0
Improved low-count quantitative PET reconstruction with an iterative neural networkCode0
Implicit Generation and Modeling with Energy Based ModelsCode0
Implicit Generation and Generalization in Energy-Based ModelsCode0
Implicit Inversion turns CLIP into a DecoderCode0
Improved Multi-Shot Diffusion-Weighted MRI with Zero-Shot Self-Supervised Learning 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