SOTAVerified

Image Reconstruction

Papers

Showing 16261650 of 2143 papers

TitleStatusHype
Automating Motion Correction in Multishot MRI Using Generative Adversarial Networks0
Autoregressive High-Order Finite Difference Modulo Imaging: High-Dynamic Range for Computer Vision Applications0
AutoTrajectory: Label-free Trajectory Extraction and Prediction from Videos using Dynamic Points0
A Variational Model for Joint Motion Estimation and Image Reconstruction0
A very fast iterative algorithm for TV-regularized image reconstruction with applications to low-dose and few-view CT0
Back to Event Basics: Self-Supervised Learning of Image Reconstruction for Event Cameras via Photometric Constancy0
Back to Event Basics: Self-Supervised Learning of Image Reconstruction for Event Cameras via Photometric Constancy0
BandRC: Band Shifted Raised Cosine Activated Implicit Neural Representations0
BARET : Balanced Attention based Real image Editing driven by Target-text Inversion0
Batch-FPM: Random batch-update multi-parameter physical Fourier ptychography neural network0
Bat-G net: Bat-inspired High-Resolution 3D Image Reconstruction using Ultrasonic Echoes0
Bayesian Conditioned Diffusion Models for Inverse Problems0
Bayesian Imaging With Data-Driven Priors Encoded by Neural Networks: Theory, Methods, and Algorithms0
Bayesian Nonparametric Dictionary Learning for Compressed Sensing MRI0
Bayesian reconstruction of sparse raster-scanned mid-infrared optoacoustic signals enables fast, label-free chemical microscopy0
BCD-Net for Low-dose CT Reconstruction: Acceleration, Convergence, and Generalization0
Beltrami-Net: Domain Independent Deep D-bar Learning for Absolute Imaging with Electrical Impedance Tomography (a-EIT)0
Benchmarking Burst Super-Resolution for Polarization Images: Noise Dataset and Analysis0
Benchmarking learned algorithms for computed tomography image reconstruction tasks0
Beta quantile regression for robust estimation of uncertainty in the presence of outliers0
Beyond Principal Components: Deep Boltzmann Machines for Face Modeling0
Bidirectional Variational Autoencoders0
Bi-level Doubly Variational Learning for Energy-based Latent Variable Models0
Bilevel parameter learning for higher-order total variation regularisation models0
Biomedical Image Reconstruction: A Survey0
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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