SOTAVerified

Image Reconstruction

Papers

Showing 14011425 of 2143 papers

TitleStatusHype
Sparse regularization with a non-convex penalty for SAR imaging and autofocusing0
Regularizing Instabilities in Image Reconstruction Arising from Learned Denoisers0
Neural Photofit: Gaze-based Mental Image Reconstruction0
Edge AI without Compromise: Efficient, Versatile and Accurate Neurocomputing in Resistive Random-Access Memory0
0.8% Nyquist computational ghost imaging via non-experimental deep learning0
SAR image matching algorithm based on multi-class features0
UMFA: A photorealistic style transfer method based on U-Net and multi-layer feature aggregation0
Is Differentiable Architecture Search truly a One-Shot Method?0
Known Operator Learning and Hybrid Machine Learning in Medical Imaging --- A Review of the Past, the Present, and the Future0
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
PPT Fusion: Pyramid Patch Transformerfor a Case Study in Image Fusion0
Deep Quantized Representation for Enhanced ReconstructionCode0
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
Unsupervised Knowledge-Transfer for Learned Image 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