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Image Reconstruction

Papers

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Showing 1051–1100 of 2143 papers

TitleStatusHype
Localized adversarial artifacts for compressed sensing MRI—0
Convolutional Dictionary Learning by End-To-End Training of Iterative Neural NetworksCode0
Data Stealing Attack on Medical Images: Is it Safe to Export Networks from Data Lakes?—0
Dynamic MRI using Learned Transform-based Tensor Low-Rank Network (LT^2LR-Net)—0
Adaptive Local Neighborhood-based Neural Networks for MR Image Reconstruction from Undersampled Data—0
Radar Image Reconstruction from Raw ADC Data using Parametric Variational Autoencoder with Domain Adaptation—0
Multiscale Voxel Based Decoding For Enhanced Natural Image Reconstruction From Brain Activity—0
Image Reconstruction of Multi Branch Feature Multiplexing Fusion Network with Mixed Multi-layer Attention—0
Cross-domain heterogeneous residual network for single image super-resolutionCode0
MALICE: Manipulation Attacks on Learned Image ComprEssion—0
Denoising-based image reconstruction from pixels located at non-integer positions—0
SiSPRNet: End-to-End Learning for Single-Shot Phase RetrievalCode1
Latent-space disentanglement with untrained generator networks for the isolation of different motion types in video dataCode0
Degradation-Aware Unfolding Half-Shuffle Transformer for Spectral Compressive Imaging—0
Reliability-based Mesh-to-Grid Image Reconstruction—0
A theoretical framework for self-supervised MR image reconstruction using sub-sampling via variable density Noisier2NoiseCode1
Unsupervised Learning of Depth, Camera Pose and Optical Flow from Monocular Video—0
Combining Deep Learning and Adaptive Sparse Modeling for Low-dose CT Reconstruction—0
Joint cardiac T_1 mapping and cardiac function estimation using a deep manifold framework—0
Nonconvex L_ 1/2 -Regularized Nonlocal Self-similarity Denoiser for Compressive Sensing based CT Reconstruction—0
Monitoring of Pigmented Skin Lesions Using 3D Whole Body Imaging—0
A Framework for Event-based Computer Vision on a Mobile DeviceCode0
Overparameterization Improves StyleGAN Inversion—0
A Memory-Efficient Dynamic Image Reconstruction Method using Neural Fields—0
An Empirical Study Of Self-supervised Learning Approaches For Object Detection With TransformersCode0
On Scale Space Radon Transform, Properties and Application in CT Image Reconstruction—0
Multiplexed Immunofluorescence Brain Image Analysis Using Self-Supervised Dual-Loss Adaptive Masked AutoencoderCode1
Shadow-Aware Dynamic Convolution for Shadow RemovalCode0
TransEM:Residual Swin-Transformer based regularized PET image reconstruction—0
Self-supervised Deep Unrolled Reconstruction Using Regularization by Denoising—0
Defending against Reconstruction Attacks through Differentially Private Federated Learning for Classification of Heterogeneous Chest X-Ray DataCode0
Data-Consistent Non-Cartesian Deep Subspace Learning for Efficient Dynamic MR Image Reconstruction—0
BSRA: Block-based Super Resolution Accelerator with Hardware Efficient Pixel Attention—0
Analysis of Diffractive Neural Networks for Seeing Through Random Diffusers—0
A Dataset-free Deep learning Method for Low-Dose CT Image Reconstruction—0
Unsupervised Spatial-spectral Hyperspectral Image Reconstruction and Clustering with Diffusion Geometry—0
List-Mode PET Image Reconstruction Using Deep Image Prior—0
Lightweight Bimodal Network for Single-Image Super-Resolution via Symmetric CNN and Recursive TransformerCode1
Multi-scale reconstruction of undersampled spectral-spatial OCT data for coronary imaging using deep learning—0
Fourier Imager Network (FIN): A deep neural network for hologram reconstruction with superior external generalization—0
A Masked Image Reconstruction Network for Document-level Relation Extraction—0
DAM-GAN : Image Inpainting using Dynamic Attention Map based on Fake Texture Detection—0
Heavy Rain Face Image Restoration: Integrating Physical Degradation Model and Facial Component Guided Adversarial Learning—0
Accelerated MRI With Deep Linear Convolutional Transform Learning—0
Test-Time Training Can Close the Natural Distribution Shift Performance Gap in Deep Learning Based Compressed SensingCode1
End-to-end Learning for Joint Depth and Image Reconstruction from Diffracted Rotation—0
Utilizing variational autoencoders in the Bayesian inverse problem of photoacoustic tomography—0
A Post-Processing Tool and Feasibility Study for Three-Dimensional Imaging with Electrical Impedance Tomography During Deep Brain Stimulation SurgeryCode0
Image Reconstruction for MRI using Deep CNN Priors Trained without Groundtruth—0
Reconstruction of images taken by a pair of non-regular sampling sensors using correlation based matching—0
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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