SOTAVerified

Image Reconstruction

Papers

Showing 17261750 of 2143 papers

TitleStatusHype
Conformalized Generative Bayesian Imaging: An Uncertainty Quantification Framework for Computational Imaging0
Constraint-free Natural Image Reconstruction from fMRI Signals Based on Convolutional Neural Network0
Controlling Neural Networks via Energy Dissipation0
Controlling the Latent Diffusion Model for Generative Image Shadow Removal via Residual Generation0
Convergent ADMM Plug and Play PET Image Reconstruction0
Convergent regularization in inverse problems and linear plug-and-play denoisers0
Convolutional Sparse Coding for Compressed Sensing CT Reconstruction0
Convolutional Sparse Coding for Image Super-Resolution0
Convolutional Sparse Representations with Gradient Penalties0
Convolutional variational autoencoders for secure lossy image compression in remote sensing0
Cortical-inspired image reconstruction via sub-Riemannian geometry and hypoelliptic diffusion0
Cost-Effective Quasi-Parallel Sensing Instrumentation for Industrial Chemical Species Tomography0
Co-VeGAN: Complex-Valued Generative Adversarial Network for Compressive Sensing MR Image Reconstruction0
Cross-domain Self-supervised Framework for Photoacoustic Computed Tomography Image Reconstruction0
Cross-IQA: Unsupervised Learning for Image Quality Assessment0
CSI2Image: Image Reconstruction from Channel State Information Using Generative Adversarial Networks0
CSTNet: A Dual-Branch Convolutional Network for Imaging of Reactive Flows using Chemical Species Tomography0
CT Image Reconstruction in a Low Dimensional Manifold0
CTLformer: A Hybrid Denoising Model Combining Convolutional Layers and Self-Attention for Enhanced CT Image Reconstruction0
Parallel Diffusion Model-based Sparse-view Cone-beam Breast CT0
Cycle-Constrained Adversarial Denoising Convolutional Network for PET Image Denoising: Multi-Dimensional Validation on Large Datasets with Reader Study and Real Low-Dose Data0
Cycle Contrastive Adversarial Learning for Unsupervised image Deraining0
DAM-GAN : Image Inpainting using Dynamic Attention Map based on Fake Texture Detection0
DARCS: Memory-Efficient Deep Compressed Sensing Reconstruction for Acceleration of 3D Whole-Heart Coronary MR Angiography0
Is Differentiable Architecture Search truly a One-Shot Method?0
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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