SOTAVerified

Image Reconstruction

Papers

Showing 10261050 of 2143 papers

TitleStatusHype
FedMAE: Federated Self-Supervised Learning with One-Block Masked Auto-Encoder0
Federated Low-Rank Tensor Estimation for Multimodal Image Reconstruction0
Compression, Restoration, Re-sampling, Compressive Sensing: Fast Transforms in Digital Imaging0
A plug-and-play synthetic data deep learning for undersampled magnetic resonance image reconstruction0
Accelerating Cardiac MRI Reconstruction with CMRatt: An Attention-Driven Approach0
FedAutoMRI: Federated Neural Architecture Search for MR Image Reconstruction0
Compressing deep quaternion neural networks with targeted regularization0
Feature reconstruction from incomplete tomographic data without detour0
Feature Extraction Matters More: Universal Deepfake Disruption through Attacking Ensemble Feature Extractors0
Compressible Latent-Space Invertible Networks for Generative Model-Constrained Image Reconstruction0
Feature-Driven Super-Resolution for Object Detection0
Compressed Sensing SAR Imaging with Multilook Processing0
FCDM: A Physics-Guided Bidirectional Frequency Aware Convolution and Diffusion-Based Model for Sinogram Inpainting0
Fast X-ray CT image reconstruction using the linearized augmented Lagrangian method with ordered subsets0
Compressed Sensing Plus Motion (CS+M): A New Perspective for Improving Undersampled MR Image Reconstruction0
A Picture is Worth a Billion Bits: Real-Time Image Reconstruction from Dense Binary Pixels0
ADIR: Adaptive Diffusion for Image Reconstruction0
Fast Sampling generative model for Ultrasound image reconstruction0
Compressed Sensing for Photoacoustic Computed Tomography Using an Untrained Neural Network0
Fast PET reconstruction using Multi-scale Fully Convolutional Neural Networks0
Compressed sensing for longitudinal MRI: An adaptive-weighted approach0
A Perspective on Deep Imaging0
Fast Object Classification in Single-pixel Imaging0
Compressed Sensing, ASBSR-method of image sampling and reconstruction and the problem of digital image acquisition with the lowest possible sampling rate0
Fast Multi-class Dictionaries Learning with Geometrical Directions in MRI Reconstruction0
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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