SOTAVerified

Image Reconstruction

Papers

Showing 9761000 of 2143 papers

TitleStatusHype
FedAutoMRI: Federated Neural Architecture Search for MR Image Reconstruction0
Frequency-aware optical coherence tomography image super-resolution via conditional generative adversarial neural network0
Convergent regularization in inverse problems and linear plug-and-play denoisers0
Generalizing Supervised Deep Learning MRI Reconstruction to Multiple and Unseen Contrasts using Meta-Learning HypernetworksCode0
Image Reconstruction using Enhanced Vision Transformer0
Test-Time Training on Video Streams0
Lightweight Improved Residual Network for Efficient Inverse Tone MappingCode0
Weakly-supervised Contrastive Learning for Unsupervised Object DiscoveryCode0
Application of Spherical Convolutional Neural Networks to Image Reconstruction and Denoising in Nuclear Medicine0
Spatially Varying Exposure with 2-by-2 Multiplexing: Optimality and Universality0
Cross Spectral Image Reconstruction Using a Deep Guided Neural NetworkCode0
Deep image prior inpainting of ancient frescoes in the Mediterranean Alpine arcCode0
Ultrafast Cardiac Imaging Using Deep Learning For Speckle-Tracking EchocardiographyCode0
Score-based Generative Models for Photoacoustic Image Reconstruction with Rotation Consistency Constraints0
On Sensitivity and Robustness of Normalization Schemes to Input Distribution Shifts in Automatic MR Image DiagnosisCode0
Chili Pepper Disease Diagnosis via Image Reconstruction Using GrabCut and Generative Adversarial Serial Autoencoder0
Encoding Enhanced Complex CNN for Accurate and Highly Accelerated MRI0
CAMP-Net: Consistency-Aware Multi-Prior Network for Accelerated MRI ReconstructionCode0
Brain Anatomy Prior Modeling to Forecast Clinical Progression of Cognitive Impairment with Structural MRICode0
Learning-based sound speed estimation and aberration correction in linear-array photoacoustic imagingCode0
DreamCatcher: Revealing the Language of the Brain with fMRI using GPT Embedding0
Neural Volumetric Reconstruction for Coherent Synthetic Aperture Sonar0
High-Dimensional MR Reconstruction Integrating Subspace and Adaptive Generative Models0
Data-Driven Bilateral Generalized Two-Dimensional Quaternion Principal Component Analysis with Application to Color Face Recognition0
Securing Visually-Aware Recommender Systems: An Adversarial Image Reconstruction and Detection Framework0
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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