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Image Reconstruction

Papers

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Showing 1001–1050 of 2143 papers

TitleStatusHype
Learning Image-Adaptive Codebooks for Class-Agnostic Image Restoration—0
Estimating Uncertainty in PET Image Reconstruction via Deep Posterior Sampling—0
Image Reconstruction for Accelerated MR Scan with Faster Fourier Convolutional Neural Networks—0
Compressed Sensing: A Discrete Optimization ApproachCode0
Exploring the Role of the Bottleneck in Slot-Based Models Through Covariance RegularizationCode0
Segment Anything Meets Semantic Communication—0
Second Sight: Using brain-optimized encoding models to align image distributions with human brain activityCode0
CL-MRI: Self-Supervised Contrastive Learning to Improve the Accuracy of Undersampled MRI ReconstructionCode0
MOSAIC: Masked Optimisation with Selective Attention for Image Reconstruction—0
Reconstruction Distortion of Learned Image Compression with Imperceptible Perturbations—0
XTransCT: Ultra-Fast Volumetric CT Reconstruction using Two Orthogonal X-Ray Projections for Image-guided Radiation Therapy via a Transformer Network—0
Text-to-image Editing by Image Information Removal—0
LE2Fusion: A novel local edge enhancement module for infrared and visible image fusion—0
Image as First-Order Norm+Linear Autoregression: Unveiling Mathematical Invariance—0
Score-based Diffusion Models for Bayesian Image Reconstruction—0
Towards Large-scale Single-shot Millimeter-wave Imaging for Low-cost Security Inspection—0
ChatFace: Chat-Guided Real Face Editing via Diffusion Latent Space Manipulation—0
Morphological Sampling Theorem and its Extension to Grey-value Images—0
A Compound Gaussian Least Squares Algorithm and Unrolled Network for Linear Inverse ProblemsCode0
Accelerated MR Fingerprinting with Low-Rank and Generative Subspace Modeling—0
A Conditional Denoising Diffusion Probabilistic Model for Radio Interferometric Image ReconstructionCode0
Image Reconstruction using Superpixel Clustering and Tensor Completion—0
Refining Amortized Posterior Approximations using Gradient-Based Summary Statistics—0
Vehicle Detection and Classification without Residual Calculation: Accelerating HEVC Image Decoding with Random Perturbation Injection—0
Model-driven CT reconstruction algorithm for nano-resolution X-ray phase contrast imaging—0
Uncertainty Estimation and Out-of-Distribution Detection for Deep Learning-Based Image Reconstruction using the Local Lipschitz—0
Self-Supervised Federated Learning for Fast MR Imaging—0
Coil Sketching for computationally-efficient MR iterative reconstruction—0
Solution existence, uniqueness, and stability of discrete basis sinograms in multispectral CT—0
Spatial and Modal Optimal Transport for Fast Cross-Modal MRI Reconstruction—0
Conditional and Residual Methods in Scalable Coding for Humans and MachinesCode0
Meta-Learning Enabled Score-Based Generative Model for 1.5T-Like Image Reconstruction from 0.5T MRI—0
Near-Field MIMO-ISAR Millimeter-Wave Imaging—0
A Novel Low-Rank Tensor Method for Undersampling Artifact Removal in Respiratory Motion-Resolved Multi-Echo 3D Cones MRI—0
Invariant Representations in Deep Learning for Optoacoustic Imaging—0
Design of Reconfigurable Intelligent Surfaces for Wireless Communication: A Review—0
Learning Task-Specific Strategies for Accelerated MRICode0
MRI Recovery with Self-Calibrated Denoisers without Fully-Sampled DataCode0
Hierarchical Diffusion Autoencoders and Disentangled Image Manipulation—0
Enhancing Electrical Impedance Tomography reconstruction using Learned Half-Quadratic Splitting Networks with Anderson Acceleration—0
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 Denoiser—0
Signal Reconstruction from Samples at Unknown Locations with Application to 2D Unknown View Tomography—0
Discovering Structure From Corruption for Unsupervised Image Reconstruction—0
An End-to-End Network for Upright Adjustment of Panoramic Images—0
SFT-KD-Recon: Learning a Student-friendly Teacher for Knowledge Distillation in Magnetic Resonance Image ReconstructionCode0
mcLARO: Multi-Contrast Learned Acquisition and Reconstruction Optimization for simultaneous quantitative multi-parametric mapping—0
Fast Marching based Tissue Adaptive Delay Estimation for Aberration Corrected Delay and Sum Beamforming in Ultrasound Imaging—0
Mask Detection and Classification in Thermal Face ImagesCode0
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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