SOTAVerified

Image Reconstruction

Papers

Showing 676700 of 2143 papers

TitleStatusHype
eFIN: Enhanced Fourier Imager Network for generalizable autofocusing and pixel super-resolution in holographic imaging0
CG-SENSE revisited: Results from the first ISMRM reproducibility challenge0
_0 Sparsifying Transform Learning with Efficient Optimal Updates and Convergence Guarantees0
Empirical robustification of pre-trained classifiers0
Empirical Studies on the Convergence of Feature Spaces in Deep Learning0
Encoding Enhanced Complex CNN for Accurate and Highly Accelerated MRI0
End2end-ALARA: Approaching the ALARA Law in CT Imaging with End-to-end Learning0
End-to-End AI-based MRI Reconstruction and Lesion Detection Pipeline for Evaluation of Deep Learning Image Reconstruction0
Fast 3D Volumetric Image Reconstruction from 2D MRI Slices by Parallel Processing0
CASC: Condition-Aware Semantic Communication with Latent Diffusion Models0
End-to-End Learning-Based Ultrasound Reconstruction0
An End-to-End Network for Upright Adjustment of Panoramic Images0
End-to-End Neuro-Symbolic Architecture for Image-to-Image Reasoning Tasks0
Brain Segmentation from k-space with End-to-end Recurrent Attention Network0
Energy-based Dropout in Restricted Boltzmann Machines: Why not go random0
Enhanced artificial intelligence-based diagnosis using CBCT with internal denoising: Clinical validation for discrimination of fungal ball, sinusitis, and normal cases in the maxillary sinus0
Efficient and Accurate Hyperspectral Pansharpening Using 3D VolumeNet and 2.5D Texture Transfer0
Efficient Algorithms for Convolutional Inverse Problems in Multidimensional Imaging0
Enhanced Image Reconstruction From Quarter Sampling Measurements Using An Adapted Very Deep Super Resolution Network0
Cascaded Generative and Discriminative Learning for Microcalcification Detection in Breast Mammograms0
Enhancing Blind Source Separation with Dissociative Principal Component Analysis0
Enhancing Dynamic CT Image Reconstruction with Neural Fields and Optical Flow0
Enhancing Electrical Impedance Tomography reconstruction using Learned Half-Quadratic Splitting Networks with Anderson Acceleration0
Cascade Decoders-Based Autoencoders for Image Reconstruction0
Adaptive Multi-resolution Hash-Encoding Framework for INR-based Dental CBCT Reconstruction with Truncated FOV0
Show:102550
← PrevPage 28 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