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Image Reconstruction

Papers

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Showing 401–425 of 2143 papers

TitleStatusHype
MCAD: Multi-modal Conditioned Adversarial Diffusion Model for High-Quality PET Image Reconstruction—0
INFusion: Diffusion Regularized Implicit Neural Representations for 2D and 3D accelerated MRI reconstruction—0
Coarse-Fine Spectral-Aware Deformable Convolution For Hyperspectral Image Reconstruction—0
RMFA-Net: A Neural ISP for Real RAW to RGB Image Reconstruction—0
Scaling the Codebook Size of VQGAN to 100,000 with a Utilization Rate of 99%Code2
Noise reduction in ISAR imaging of UAVs using weighted atomic norm minimization and 2D-ADMM algorithm—0
Implicit Neural Representation for Videos Based on Residual Connection—0
DiffusionBlend: Learning 3D Image Prior through Position-aware Diffusion Score Blending for 3D Computed Tomography Reconstruction—0
Bayesian Conditioned Diffusion Models for Inverse Problems—0
Is Diffusion Model Safe? Severe Data Leakage via Gradient-Guided Diffusion Model—0
A Plug-and-Play Untrained Neural Network for Full Waveform Inversion in Reconstructing Sound Speed Images of Ultrasound Computed Tomography—0
3D CBCT Challenge 2024: Improved Cone Beam CT Reconstruction using SwinIR-Based Sinogram and Image Enhancement—0
Self-attention-based non-linear basis transformations for compact latent space modelling of dynamic optical fibre transmission matrices—0
Progress Towards Decoding Visual Imagery via fNIRS—0
EEG-ImageNet: An Electroencephalogram Dataset and Benchmarks with Image Visual Stimuli of Multi-Granularity LabelsCode0
An Image is Worth 32 Tokens for Reconstruction and GenerationCode3
PGSR: Planar-based Gaussian Splatting for Efficient and High-Fidelity Surface Reconstruction—0
Autoregressive Model Beats Diffusion: Llama for Scalable Image GenerationCode5
Deep convolutional demosaicking network for multispectral polarization filter array—0
fastMRI Breast: A publicly available radial k-space dataset of breast dynamic contrast-enhanced MRICode1
Adaptive Sampling of k-Space in Magnetic Resonance for Rapid Pathology Prediction—0
UnWave-Net: Unrolled Wavelet Network for Compton Tomography Image Reconstruction—0
Event-horizon-scale Imaging of M87* under Different Assumptions via Deep Generative Image Priors—0
Image contrast enhancement based on the Schrödinger operator spectrum—0
CE-VAE: Capsule Enhanced Variational AutoEncoder for Underwater Image EnhancementCode1
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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