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Image Reconstruction

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1951–2000 of 2143 papers

TitleStatusHype
3D FLAT: Feasible Learned Acquisition Trajectories for Accelerated MRICode0
I^3Net: Inter-Intra-slice Interpolation Network for Medical Slice SynthesisCode0
Hyperparameter selection for Discrete Mumford-ShahCode0
Microscopy Image Restoration with Deep Wiener-Kolmogorov filtersCode0
Attention Incorporated Network for Sharing Low-rank, Image and K-space Information during MR Image Reconstruction to Achieve Single Breath-hold Cardiac Cine ImagingCode0
Mind Artist: Creating Artistic Snapshots with Human ThoughtCode0
HyperCoil-Recon: A Hypernetwork-based Adaptive Coil Configuration Task Switching Network for MRI ReconstructionCode0
Deep Learning-Based Image Compression for Wireless Communications: Impacts on Reliability,Throughput, and LatencyCode0
HUNet: Homotopy Unfolding Network for Image Compressive SensingCode0
Quantile-Based Randomized Kaczmarz for Corrupted Tensor Linear SystemsCode0
How to Blend Concepts in Diffusion ModelsCode0
Highly Scalable Image Reconstruction using Deep Neural Networks with Bandpass FilteringCode0
AnonyNoise: Anonymizing Event Data with Smart Noise to Outsmart Re-Identification and Preserve PrivacyCode0
A Deep Cascade of Convolutional Neural Networks for Dynamic MR Image ReconstructionCode0
Deep learning-based blind image super-resolution with iterative kernel reconstruction and noise estimationCode0
An Online Plug-and-Play Algorithm for Regularized Image ReconstructionCode0
A Trust-Guided Approach to MR Image Reconstruction with Side InformationCode0
Hierarchical Residual Learning Based Vector Quantized Variational Autoencoder for Image Reconstruction and GenerationCode0
gvnn: Neural Network Library for Geometric Computer VisionCode0
Quantum Down Sampling Filter for Variational Auto-encoderCode0
Adaptive Image Sampling using Deep Learning and its Application on X-Ray Fluorescence Image ReconstructionCode0
Compressed MRI Reconstruction Exploiting a Rotation-Invariant Total Variation DiscretizationCode0
Semi-Supervised Biomedical Image Segmentation via Diffusion Models and Teacher-Student Co-TrainingCode0
SUREMap: Predicting Uncertainty in CNN-based Image Reconstruction Using Stein's Unbiased Risk EstimateCode0
Mixed-granularity Implicit Representation for Continuous Hyperspectral Compressive ReconstructionCode0
Quaternion Convolutional Neural Networks for Heterogeneous Image ProcessingCode0
Deep image prior inpainting of ancient frescoes in the Mediterranean Alpine arcCode0
Synthetic Hyperspectral Array Video Database with Applications to Cross-Spectral Reconstruction and Hyperspectral Video CodingCode0
Graph Convolutional Networks for Model-Based Learning in Nonlinear Inverse ProblemsCode0
SFT-KD-Recon: Learning a Student-friendly Teacher for Knowledge Distillation in Magnetic Resonance Image ReconstructionCode0
SVD-DIP: Overcoming the Overfitting Problem in DIP-based CT ReconstructionCode0
Equivariant Bootstrapping for Uncertainty Quantification in Imaging Inverse ProblemsCode0
Model-based Federated Learning for Accurate MR Image Reconstruction from Undersampled k-space DataCode0
Shadow-Aware Dynamic Convolution for Shadow RemovalCode0
Deep Guess acceleration for explainable image reconstruction in sparse-view CTCode0
A new solution to the curved Ewald sphere problem for 3D image reconstruction in electron microscopyCode0
Towards Task-Compatible Compressible RepresentationsCode0
Sharing deep generative representation for perceived image reconstruction from human brain activityCode0
Efficient Model-Based Deep Learning via Network Pruning and Fine-TuningCode0
Combining band-frequency separation and deep neural networks for optoacoustic imagingCode0
Color Image Restoration Exploiting Inter-channel Correlation with a 3-stage CNNCode0
Cogradient Descent for Dependable LearningCode0
Cloud-Aware SAR Fusion for Enhanced Optical Sensing in Space MissionsCode0
Model Inversion Attacks Through Target-Specific Conditional Diffusion ModelsCode0
Astronomical image reconstruction with convolutional neural networksCode0
Single-Image HDR Reconstruction Assisted Ghost Suppression and Detail Preservation Network for Multi-Exposure HDR ImagingCode0
Embedding Gradient-based Optimization in Image Registration NetworksCode0
GM-DF: Generalized Multi-Scenario Deepfake DetectionCode0
Equilibrium Model with Anisotropy for Model-Based Reconstruction in Magnetic Particle ImagingCode0
Electron Energy Regression in the CMS High-Granularity Calorimeter PrototypeCode0
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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