SOTAVerified

Image Reconstruction

Papers

Showing 801850 of 2143 papers

TitleStatusHype
Coil Sketching for computationally-efficient MR iterative reconstruction0
SST-ReversibleNet: Reversible-prior-based Spectral-Spatial Transformer for Efficient Hyperspectral Image ReconstructionCode1
Solution existence, uniqueness, and stability of discrete basis sinograms in multispectral CT0
GCRDN: Global Context-Driven Residual Dense Network for Remote Sensing Image SuperresolutionCode1
Conditional and Residual Methods in Scalable Coding for Humans and MachinesCode0
Spatial and Modal Optimal Transport for Fast Cross-Modal MRI Reconstruction0
Meta-Learning Enabled Score-Based Generative Model for 1.5T-Like Image Reconstruction from 0.5T MRI0
Catch Missing Details: Image Reconstruction with Frequency Augmented Variational AutoencoderCode1
Near-Field MIMO-ISAR Millimeter-Wave Imaging0
Efficient 3-D Near-Field MIMO-SAR Imaging for Irregular Scanning GeometriesCode1
A Novel Low-Rank Tensor Method for Undersampling Artifact Removal in Respiratory Motion-Resolved Multi-Echo 3D Cones MRI0
Invariant Representations in Deep Learning for Optoacoustic Imaging0
Design of Reconfigurable Intelligent Surfaces for Wireless Communication: A Review0
MRI Recovery with Self-Calibrated Denoisers without Fully-Sampled DataCode0
Learning Task-Specific Strategies for Accelerated MRICode0
Hierarchical Diffusion Autoencoders and Disentangled Image Manipulation0
Fast MRI Reconstruction via Edge AttentionCode1
Cross-domain Denoising for Low-dose Multi-frame Spiral Computed TomographyCode1
Enhancing Electrical Impedance Tomography reconstruction using Learned Half-Quadratic Splitting Networks with Anderson Acceleration0
Model-based Federated Learning for Accurate MR Image Reconstruction from Undersampled k-space DataCode0
Uncertainty-Aware Null Space Networks for Data-Consistent Image ReconstructionCode0
Certified Zeroth-order Black-Box Defense with Robust UNet Denoiser0
Signal Reconstruction from Samples at Unknown Locations with Application to 2D Unknown View Tomography0
An End-to-End Network for Upright Adjustment of Panoramic Images0
Discovering Structure From Corruption for Unsupervised Image Reconstruction0
UnCRtainTS: Uncertainty Quantification for Cloud Removal in Optical Satellite Time SeriesCode1
SFT-KD-Recon: Learning a Student-friendly Teacher for Knowledge Distillation in Magnetic Resonance Image ReconstructionCode0
Fast Marching based Tissue Adaptive Delay Estimation for Aberration Corrected Delay and Sum Beamforming in Ultrasound Imaging0
mcLARO: Multi-Contrast Learned Acquisition and Reconstruction Optimization for simultaneous quantitative multi-parametric mapping0
Mask Detection and Classification in Thermal Face ImagesCode0
Real-time 6K Image Rescaling with Rate-distortion OptimizationCode1
Human from Blur: Human Pose Tracking from Blurry Images0
SC-VAE: Sparse Coding-based Variational Autoencoder with Learned ISTACode0
Low-Dose CT Image Reconstruction using Vector Quantized Convolutional Autoencoder with Perceptual Loss0
Novel View Synthesis of Humans using Differentiable RenderingCode1
SVD-DIP: Overcoming the Overfitting Problem in DIP-based CT ReconstructionCode0
Joint Multi-Echo/Respiratory Motion-Resolved Compressed Sensing Reconstruction of Free-Breathing Non-Cartesian Abdominal MRI0
AIR-DA: Adversarial Image Reconstruction for Unsupervised Domain Adaptive Object Detection0
MRI Reconstruction with Side Information using Diffusion Models0
MindDiffuser: Controlled Image Reconstruction from Human Brain Activity with Semantic and Structural Diffusion0
Parallel Diffusion Model-based Sparse-view Cone-beam Breast CT0
SCALES: Boost Binary Neural Network for Image Super-Resolution with Efficient Scalings0
Image Reconstruction without Explicit Priors0
Task-based Generation of Optimized Projection Sets using Differentiable Ranking0
Learning A Sparse Transformer Network for Effective Image DerainingCode2
FedMAE: Federated Self-Supervised Learning with One-Block Masked Auto-Encoder0
AnimeDiffusion: Anime Face Line Drawing Colorization via Diffusion ModelsCode1
Revisiting Image Reconstruction for Semi-supervised Semantic Segmentation0
SUD^2: Supervision by Denoising Diffusion Models for Image Reconstruction0
Fast 3D Volumetric Image Reconstruction from 2D MRI Slices by Parallel Processing0
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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