SOTAVerified

Image Reconstruction

Papers

Showing 401425 of 2143 papers

TitleStatusHype
AH-GS: Augmented 3D Gaussian Splatting for High-Frequency Detail Representation0
A semidiscrete version of the Citti-Petitot-Sarti model as a plausible model for anthropomorphic image reconstruction and pattern recognition0
A Geometry-Informed Deep Learning Framework for Ultra-Sparse 3D Tomographic Image Reconstruction0
A Comparative Study of Variational Autoencoders, Normalizing Flows, and Score-based Diffusion Models for Electrical Impedance Tomography0
A Self-supervised Diffusion Bridge for MRI Reconstruction0
A self-supervised cyclic neural-analytic approach for novel view synthesis and 3D reconstruction0
A Generalized Kernel Risk Sensitive Loss for Robust Two-Dimensional Singular Value Decomposition0
A self-adapting super-resolution structures framework for automatic design of GAN0
Artificial Intelligence in PET: an Industry Perspective0
MCU-Net: A Multi-prior Collaborative Deep Unfolding Network with Gates-controlled Spatial Attention for Accelerated MR Image Reconstruction0
3D GAN Inversion with Facial Symmetry Prior0
DirectPET: Full Size Neural Network PET Reconstruction from Sinogram Data0
Deep Image Reconstruction using Unregistered Measurements without Groundtruth0
Deep Learning Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation0
Artificial Intelligence-Based Image Reconstruction in Cardiac Magnetic Resonance0
Artificial Intelligence Augmented Medical Imaging Reconstruction in Radiation Therapy0
A Faithful Deep Sensitivity Estimation for Accelerated Magnetic Resonance Imaging0
A Robust Matching Pursuit Algorithm Using Information Theoretic Learning0
Active Restoration of Lost Audio Signals Using Machine Learning and Latent Information0
A Channel-Triggered Backdoor Attack on Wireless Semantic Image Reconstruction0
A Review on Deep Learning in Medical Image Reconstruction0
A review and experimental evaluation of deep learning methods for MRI reconstruction0
ACE-Net: AutofoCus-Enhanced Convolutional Network for Field Imperfection Estimation with application to high b-value spiral Diffusion MRI0
Adversarial Networks for Spatial Context-Aware Spectral Image Reconstruction from RGB0
A resource-efficient deep learning framework for low-dose brain PET image reconstruction and analysis0
Show:102550
← PrevPage 17 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