SOTAVerified

Image Reconstruction

Papers

Showing 13011325 of 2143 papers

TitleStatusHype
Using Deep Learning for Visual Decoding and Reconstruction from Brain Activity: A Review0
Deep Convolutional Neural Network for Low Projection SPECT Imaging Reconstruction0
Image reconstruction in light-sheet microscopy: spatially varying deconvolution and mixed noise0
Learning GAN-based Foveated Reconstruction to Recover Perceptually Important Image Features0
Hyperparameter Analysis for Derivative Compressive Sampling0
Accelerated Alternating Minimization for X-ray Tomographic Reconstruction0
Delving into Deep Image Prior for Adversarial Defense: A Novel Reconstruction-based Defense Framework0
Deep Quantized Representation for Enhanced ReconstructionCode0
PPT Fusion: Pyramid Patch Transformerfor a Case Study in Image Fusion0
Utilizing the Structure of the Curvelet Transform with Compressed Sensing0
Self-Supervised Domain Adaptation for Diabetic Retinopathy Grading using Vessel Image Reconstruction0
Frequency-Supervised MR-to-CT Image SynthesisCode0
Lightness Modulated Deep Inverse Tone Mapping0
Single-image Full-body Human Relighting0
Artificial Intelligence in PET: an Industry Perspective0
Deformation-Compensated Learning for Image Reconstruction without Ground TruthCode1
Detecting Outliers with Poisson Image InterpolationCode0
Unsupervised Knowledge-Transfer for Learned Image Reconstruction0
Cooperative Training and Latent Space Data Augmentation for Robust Medical Image SegmentationCode1
Cascade Decoders-Based Autoencoders for Image Reconstruction0
IREM: High-Resolution Magnetic Resonance (MR) Image Reconstruction via Implicit Neural Representation0
Multi-Modal Transformer for Accelerated MR ImagingCode1
Modeling Magnetic Particle Imaging for Dynamic Tracer Distributions0
Unsupervised Deep Image Stitching: Reconstructing Stitched Features to ImagesCode1
ATP-Net: An Attention-based Ternary Projection Network For Compressed Sensing0
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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