SOTAVerified

Image Reconstruction

Papers

Showing 776800 of 2143 papers

TitleStatusHype
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 Reconstruction0
Mask, Stitch, and Re-Sample: Enhancing Robustness and Generalizability in Anomaly Detection through Automatic Diffusion ModelsCode1
XTransCT: Ultra-Fast Volumetric CT Reconstruction using Two Orthogonal X-Ray Projections for Image-guided Radiation Therapy via a Transformer Network0
Reconstructing the Mind's Eye: fMRI-to-Image with Contrastive Learning and Diffusion PriorsCode2
LE2Fusion: A novel local edge enhancement module for infrared and visible image fusion0
Text-to-image Editing by Image Information Removal0
Score-based Diffusion Models for Bayesian Image Reconstruction0
Image as First-Order Norm+Linear Autoregression: Unveiling Mathematical Invariance0
Towards Large-scale Single-shot Millimeter-wave Imaging for Low-cost Security Inspection0
Anomaly Detection with Conditioned Denoising Diffusion ModelsCode2
ChatFace: Chat-Guided Real Face Editing via Diffusion Latent Space Manipulation0
Not All Image Regions Matter: Masked Vector Quantization for Autoregressive Image GenerationCode1
Morphological Sampling Theorem and its Extension to Grey-value Images0
Brain Captioning: Decoding human brain activity into images and textCode1
A Compound Gaussian Least Squares Algorithm and Unrolled Network for Linear Inverse ProblemsCode0
Accelerated MR Fingerprinting with Low-Rank and Generative Subspace Modeling0
A Conditional Denoising Diffusion Probabilistic Model for Radio Interferometric Image ReconstructionCode0
Image Reconstruction using Superpixel Clustering and Tensor Completion0
Refining Amortized Posterior Approximations using Gradient-Based Summary Statistics0
Model-driven CT reconstruction algorithm for nano-resolution X-ray phase contrast imaging0
Vehicle Detection and Classification without Residual Calculation: Accelerating HEVC Image Decoding with Random Perturbation Injection0
Uncertainty Estimation and Out-of-Distribution Detection for Deep Learning-Based Image Reconstruction using the Local Lipschitz0
Coil Sketching for computationally-efficient MR iterative reconstruction0
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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