SOTAVerified

Image Reconstruction

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 401–450 of 2143 papers

TitleStatusHype
A semidiscrete version of the Citti-Petitot-Sarti model as a plausible model for anthropomorphic image reconstruction and pattern recognition—0
A Geometry-Informed Deep Learning Framework for Ultra-Sparse 3D Tomographic Image Reconstruction—0
A Comparative Study of Variational Autoencoders, Normalizing Flows, and Score-based Diffusion Models for Electrical Impedance Tomography—0
A Self-supervised Diffusion Bridge for MRI Reconstruction—0
A self-supervised cyclic neural-analytic approach for novel view synthesis and 3D reconstruction—0
A Generalized Kernel Risk Sensitive Loss for Robust Two-Dimensional Singular Value Decomposition—0
A self-adapting super-resolution structures framework for automatic design of GAN—0
Parallel Diffusion Model-based Sparse-view Cone-beam Breast CT—0
Artificial Intelligence in PET: an Industry Perspective—0
MCU-Net: A Multi-prior Collaborative Deep Unfolding Network with Gates-controlled Spatial Attention for Accelerated MR Image Reconstruction—0
3D GAN Inversion with Facial Symmetry Prior—0
DirectPET: Full Size Neural Network PET Reconstruction from Sinogram Data—0
Deep Learning for Ultrasound Beamforming—0
Artificial Intelligence-Based Image Reconstruction in Cardiac Magnetic Resonance—0
Artificial Intelligence Augmented Medical Imaging Reconstruction in Radiation Therapy—0
A Faithful Deep Sensitivity Estimation for Accelerated Magnetic Resonance Imaging—0
A Channel-Triggered Backdoor Attack on Wireless Semantic Image Reconstruction—0
Cross-domain Self-supervised Framework for Photoacoustic Computed Tomography Image Reconstruction—0
Deep learning-based virtual refocusing of images using an engineered point-spread function—0
Deep Learning for Biomedical Image Reconstruction: A Survey—0
ACE-Net: AutofoCus-Enhanced Convolutional Network for Field Imperfection Estimation with application to high b-value spiral Diffusion MRI—0
A review and experimental evaluation of deep learning methods for MRI reconstruction—0
Improving Discrete Latent Representations With Differentiable Approximation Bridges—0
Adversarial Networks for Spatial Context-Aware Spectral Image Reconstruction from RGB—0
Convolutional Sparse Coding for Image Super-Resolution—0
A resource-efficient deep learning framework for low-dose brain PET image reconstruction and analysis—0
3DPX: Progressive 2D-to-3D Oral Image Reconstruction with Hybrid MLP-CNN Networks—0
Deep learning-based super-resolution in coherent imaging systems—0
Deep learning for biomedical photoacoustic imaging: A review—0
Convolutional Sparse Coding for Compressed Sensing CT Reconstruction—0
A Residual Solver and Its Unfolding Neural Network for Total Variation Regularized Models—0
Convolutional Sparse Representations with Gradient Penalties—0
Convolutional variational autoencoders for secure lossy image compression in remote sensing—0
Deep learning based electrical noise removal enables high spectral optoacoustic contrast in deep tissue—0
Cortical-inspired image reconstruction via sub-Riemannian geometry and hypoelliptic diffusion—0
Cost-Effective Quasi-Parallel Sensing Instrumentation for Industrial Chemical Species Tomography—0
Co-VeGAN: Complex-Valued Generative Adversarial Network for Compressive Sensing MR Image Reconstruction—0
A Review on Deep Learning in Medical Image Reconstruction—0
ACCELERATION: Sequentially-scanning DECT Imaging Using High Temporal Resolution Image Reconstruction And Temporal Extrapolation—0
Cross-IQA: Unsupervised Learning for Image Quality Assessment—0
A Robust Matching Pursuit Algorithm Using Information Theoretic Learning—0
Active Restoration of Lost Audio Signals Using Machine Learning and Latent Information—0
CSI2Image: Image Reconstruction from Channel State Information Using Generative Adversarial Networks—0
CSTNet: A Dual-Branch Convolutional Network for Imaging of Reactive Flows using Chemical Species Tomography—0
CT Image Reconstruction in a Low Dimensional Manifold—0
CTLformer: A Hybrid Denoising Model Combining Convolutional Layers and Self-Attention for Enhanced CT Image Reconstruction—0
Are NeRFs ready for autonomous driving? Towards closing the real-to-simulation gap—0
Cycle-Constrained Adversarial Denoising Convolutional Network for PET Image Denoising: Multi-Dimensional Validation on Large Datasets with Reader Study and Real Low-Dose Data—0
Cycle Contrastive Adversarial Learning for Unsupervised image Deraining—0
Deep learning based dictionary learning and tomographic image reconstruction—0
Show:102550
← PrevPage 9 of 43Next →
All datasetsImageNetUltra-High Resolution Image Reconstruction BenchmarkEdge-to-HandbagsEdge-to-ShoesAudio SetImageNet 256x256Edge-to-ClothesSpike-X4K

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Taming-VQGAN (16x16)FID3.64—Unverified
2VQGAN-LC (16x16)FID2.62—Unverified
3MaskGIT-VQGAN (16x16)FID2.28—Unverified
4RQ-VAE (8x8x16)FID1.83—Unverified
5TiTok-S-128FID1.71—Unverified
6MaskBit (16x16)FID1.66—Unverified
7ViT-VQGAN (16x16)FID1.28—Unverified
8Open-Magvit2 (16x16)FID1.17—Unverified
9Mo-VQGAN (16x16x4)FID1.12—Unverified
10IBQ (16x16)FID1—Unverified
#ModelMetricClaimedVerifiedStatus
1VAR (16x16)rFID9.85—Unverified
2VQGAN (16x16)rFID5.95—Unverified
3LlamaGen (16x16)rFID5.59—Unverified
4Open-Magvit2 (16x16)rFID4.18—Unverified
5MGVQ (16x16x4)rFID1.59—Unverified
6SD-VAE (16x16)rFID1.07—Unverified
#ModelMetricClaimedVerifiedStatus
1pix2pixFID96.31—Unverified
2bFTFID74.9—Unverified
3Xian et al._FID60.85—Unverified
4PI-RECFID0.07—Unverified
#ModelMetricClaimedVerifiedStatus
1pix2pixFID197.49—Unverified
2bFTFID121.2—Unverified
3Xian et al._FID44.76—Unverified
4PI-RECFID0.02—Unverified
#ModelMetricClaimedVerifiedStatus
1Ours (STFT: magnitude, L1l=1) W-ReplicateSSIM0.88—Unverified
2Ours (STFT: magnitude, L1l=1) WS-ReplicateSSIM0.86—Unverified
#ModelMetricClaimedVerifiedStatus
1AugVAE-SLFID3.28—Unverified
2AugVAE-MLFID1.04—Unverified
#ModelMetricClaimedVerifiedStatus
1bFTFID58.4—Unverified
#ModelMetricClaimedVerifiedStatus
1SwinSFAverage PSNR39.61—Unverified