SOTAVerified

Image Reconstruction

Papers

Showing 801825 of 2143 papers

TitleStatusHype
A Faithful Deep Sensitivity Estimation for Accelerated Magnetic Resonance Imaging0
A Robust Matching Pursuit Algorithm Using Information Theoretic Learning0
Cross-IQA: Unsupervised Learning for Image Quality Assessment0
Cross-domain Self-supervised Framework for Photoacoustic Computed Tomography Image Reconstruction0
Active Restoration of Lost Audio Signals Using Machine Learning and Latent Information0
A Channel-Triggered Backdoor Attack on Wireless Semantic Image Reconstruction0
Co-VeGAN: Complex-Valued Generative Adversarial Network for Compressive Sensing MR Image Reconstruction0
A Review on Deep Learning in Medical Image Reconstruction0
Cost-Effective Quasi-Parallel Sensing Instrumentation for Industrial Chemical Species Tomography0
Cortical-inspired image reconstruction via sub-Riemannian geometry and hypoelliptic diffusion0
A review and experimental evaluation of deep learning methods for MRI reconstruction0
Convolutional variational autoencoders for secure lossy image compression in remote sensing0
Convolutional Sparse Representations with Gradient Penalties0
Convolutional Sparse Coding for Image Super-Resolution0
A resource-efficient deep learning framework for low-dose brain PET image reconstruction and analysis0
Adversarial Networks for Spatial Context-Aware Spectral Image Reconstruction from RGB0
ACE-Net: AutofoCus-Enhanced Convolutional Network for Field Imperfection Estimation with application to high b-value spiral Diffusion MRI0
Convolutional Sparse Coding for Compressed Sensing CT Reconstruction0
A Residual Solver and Its Unfolding Neural Network for Total Variation Regularized Models0
Are NeRFs ready for autonomous driving? Towards closing the real-to-simulation gap0
A Relay System for Semantic Image Transmission based on Shared Feature Extraction and Hyperprior Entropy Compression0
Convergent regularization in inverse problems and linear plug-and-play denoisers0
Convergent ADMM Plug and Play PET Image Reconstruction0
Are High-Resolution Event Cameras Really Needed?0
Adversarial attacks on deep learning models for fatty liver disease classification by modification of ultrasound image reconstruction method0
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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