SOTAVerified

Image Reconstruction

Papers

Showing 851875 of 2143 papers

TitleStatusHype
Accelerating Plug-and-Play Image Reconstruction via Multi-Stage Sketched Gradients0
Generative Transition Mechanism to Image-to-Image Translation via Encoded Transformation0
3D-EPI Blip-Up/Down Acquisition (BUDA) with CAIPI and Joint Hankel Structured Low-Rank Reconstruction for Rapid Distortion-Free High-Resolution T2* Mapping0
Geometry-Aware Neighborhood Search for Learning Local Models for Image Reconstruction0
3DPX: Progressive 2D-to-3D Oral Image Reconstruction with Hybrid MLP-CNN Networks0
Generalized Fourier-Bessel operator and almost-periodic interpolation and approximation0
Constraint-free Natural Image Reconstruction from fMRI Signals Based on Convolutional Neural Network0
General Intelligent Imaging and Uncertainty Quantification by Deterministic Diffusion Model0
Self-supervised learning of hologram reconstruction using physics consistency0
APS-USCT: Ultrasound Computed Tomography on Sparse Data via AI-Physic Synergy0
Gated Context Model with Embedded Priors for Deep Image Compression0
Goal-Oriented Semantic Communication for Wireless Image Transmission via Stable Diffusion0
Conformalized Generative Bayesian Imaging: An Uncertainty Quantification Framework for Computational Imaging0
Gradient-Domain Image Reconstruction Framework With Intensity-Range and Base-Structure Constraints0
Gradient-Guided Conditional Diffusion Models for Private Image Reconstruction: Analyzing Adversarial Impacts of Differential Privacy and Denoising0
GaSpCT: Gaussian Splatting for Novel CT Projection View Synthesis0
GANSlider: How Users Control Generative Models for Images using Multiple Sliders with and without Feedforward Information0
Confidence-aware Levenberg-Marquardt optimization for joint motion estimation and super-resolution0
A Probabilistic Deep Image Prior over Image Space0
Graph convolutional networks enable fast hemorrhagic stroke monitoring with electrical impedance tomography0
Advances in Photoacoustic Imaging Reconstruction and Quantitative Analysis for Biomedical Applications0
FUTURE-AI: Guiding Principles and Consensus Recommendations for Trustworthy Artificial Intelligence in Medical Imaging0
Ground-Truth Free Meta-Learning for Deep Compressive Sampling0
Conditioning Generative Latent Optimization for Sparse-View CT Image Reconstruction0
FUSION: Frequency-guided Underwater Spatial Image recOnstructioN0
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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