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Image Reconstruction

Papers

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Showing 501–550 of 2143 papers

TitleStatusHype
Psychometry: An Omnifit Model for Image Reconstruction from Human Brain Activity—0
SCINeRF: Neural Radiance Fields from a Snapshot Compressive ImageCode1
NeuroPictor: Refining fMRI-to-Image Reconstruction via Multi-individual Pretraining and Multi-level Modulation—0
Modeling uncertainty for Gaussian Splatting—0
Pseudo-MRI-Guided PET Image Reconstruction Method Based on a Diffusion Probabilistic Model—0
R2D2 image reconstruction with model uncertainty quantification in radio astronomy—0
Scalable Non-Cartesian Magnetic Resonance Imaging with R2D2—0
GTA-HDR: A Large-Scale Synthetic Dataset for HDR Image ReconstructionCode1
Provably Robust Score-Based Diffusion Posterior Sampling for Plug-and-Play Image ReconstructionCode1
Invertible Diffusion Models for Compressed SensingCode2
HPL-ESS: Hybrid Pseudo-Labeling for Unsupervised Event-based Semantic Segmentation—0
Neural Image Compression with Quantization Rectifier—0
RSTAR4D: Rotational Streak Artifact Reduction in 4D CBCT using a Separable 4D CNNCode0
Are NeRFs ready for autonomous driving? Towards closing the real-to-simulation gap—0
Ultrasound Imaging based on the Variance of a Diffusion Restoration ModelCode0
WSCLoc: Weakly-Supervised Sparse-View Camera Relocalization—0
Deep Few-view High-resolution Photon-counting Extremity CT at Halved Dose for a Clinical Trial—0
IDF-CR: Iterative Diffusion Process for Divide-and-Conquer Cloud Removal in Remote-sensing ImagesCode1
Inter-individual and inter-site neural code conversion without shared stimuli—0
MoreStyle: Relax Low-frequency Constraint of Fourier-based Image Reconstruction in Generalizable Medical Image SegmentationCode0
EAGLE: An Edge-Aware Gradient Localization Enhanced Loss for CT Image ReconstructionCode1
Overcoming Distribution Shifts in Plug-and-Play Methods with Test-Time Training—0
Perspective-Equivariance for Unsupervised Imaging with Camera GeometryCode0
Mitigating Data Consistency Induced Discrepancy in Cascaded Diffusion Models for Sparse-view CT Reconstruction—0
MGIC: A Multi-Label Gradient Inversion Attack based on Canny Edge Detection on Federated Learning—0
Exploiting Structural Consistency of Chest Anatomy for Unsupervised Anomaly Detection in Radiography ImagesCode1
Visual Privacy Auditing with Diffusion Models—0
Physics-informed generative real-time lens-free imagingCode0
Reconstructing Visual Stimulus Images from EEG Signals Based on Deep Visual Representation Model—0
HDRTransDC: High Dynamic Range Image Reconstruction with Transformer Deformation Convolution—0
The R2D2 deep neural network series paradigm for fast precision imaging in radio astronomy—0
Noise Level Adaptive Diffusion Model for Robust Reconstruction of Accelerated MRICode0
Single-Image HDR Reconstruction Assisted Ghost Suppression and Detail Preservation Network for Multi-Exposure HDR ImagingCode0
A Multi-Task Oriented Semantic Communication Framework for Autonomous Vehicles—0
ProxNF: Neural Field Proximal Training for High-Resolution 4D Dynamic Image Reconstruction—0
Enhanced Low-Dose CT Image Reconstruction by Domain and Task Shifting Gaussian Denoisers—0
A Modular and Robust Physics-Based Approach for Lensless Image ReconstructionCode2
Equilibrium Model with Anisotropy for Model-Based Reconstruction in Magnetic Particle ImagingCode0
List-Mode PET Image Reconstruction Using Dykstra-Like Splitting—0
Optimization of array encoding for ultrasound imagingCode0
Relaxometry Guided Quantitative Cardiac Magnetic Resonance Image ReconstructionCode0
Deep Network for Image Compressed Sensing Coding Using Local Structural Sampling—0
MambaMIR: An Arbitrary-Masked Mamba for Joint Medical Image Reconstruction and Uncertainty EstimationCode0
Objective and Interpretable Breast Cosmesis Evaluation with Attention Guided Denoising Diffusion Anomaly Detection Model—0
A Performance Evaluation of Filtered Delay Multiply and Sum Beamforming for Ultrasound Localization Microscopy: Preliminary Results—0
Image space formalism of convolutional neural networks for k-space interpolation—0
MIP: CLIP-based Image Reconstruction from PEFT Gradients—0
Sparse2Inverse: Self-supervised inversion of sparse-view CT data—0
Spherical Geometry Algorithm for Space-borne Synthetic Aperture Radar Imaging—0
Exploiting Regional Information Transformer for Single Image DerainingCode1
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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