SOTAVerified

Image Reconstruction

Papers

Showing 376400 of 2143 papers

TitleStatusHype
Rate-Distortion-Cognition Controllable Versatile Neural Image Compression0
The object detection method aids in image reconstruction evaluation and clinical interpretation of meniscal abnormalities0
Physics-Inspired Generative Models in Medical Imaging: A Review0
Semantic Feature Division Multiple Access for Multi-user Digital Interference Networks0
Inter and Intra Prior Learning-based Hyperspectral Image Reconstruction Using Snapshot SWIR Metasurface0
Iteratively Refined Image Reconstruction with Learned Attentive Regularizers0
Towards Physics-informed Cyclic Adversarial Multi-PSF Lensless Imaging0
Limited-View Photoacoustic Imaging Reconstruction Via High-quality Self-supervised Neural Representation0
Adaptive Step-size Perception Unfolding Network with Non-local Hybrid Attention for Hyperspectral Image Reconstruction0
Attention Incorporated Network for Sharing Low-rank, Image and K-space Information during MR Image Reconstruction to Achieve Single Breath-hold Cardiac Cine ImagingCode0
IM-MoCo: Self-supervised MRI Motion Correction using Motion-Guided Implicit Neural RepresentationsCode1
IMC 2024 Methods & Solutions Review0
Joint Segmentation and Image Reconstruction with Error Prediction in Photoacoustic Imaging using Deep Learning0
GM-DF: Generalized Multi-Scenario Deepfake DetectionCode0
CMRxRecon2024: A Multi-Modality, Multi-View K-Space Dataset Boosting Universal Machine Learning for Accelerated Cardiac MRI0
ALMA: a mathematics-driven approach for determining tuning parameters in generalized LASSO problems, with applications to MRI0
Sparse-view Signal-domain Photoacoustic Tomography Reconstruction Method Based on Neural Representation0
Highly Constrained Coded Aperture Imaging Systems Design Via a Knowledge Distillation Approach0
Mask-Guided Attention U-Net for Enhanced Neonatal Brain Extraction and Image PreprocessingCode0
The MRI Scanner as a Diagnostic: Image-less Active Sampling0
On Instabilities of Unsupervised Denoising Diffusion Models in Magnetic Resonance Imaging Reconstruction0
Stochastic Optimisation Framework using the Core Imaging Library and Synergistic Image Reconstruction Framework for PET Reconstruction0
Video Generation with Learned Action Prior0
Self-Supervised Pretext Tasks for Alzheimer's Disease Classification using 3D Convolutional Neural Networks on Large-Scale Synthetic Neuroimaging Dataset0
CLAMP: Majorized Plug-and-Play for Coherent 3D LIDAR Imaging0
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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