SOTAVerified

Image Reconstruction

Papers

Showing 15011525 of 2143 papers

TitleStatusHype
IdentityDP: Differential Private Identification Protection for Face Images0
The Property of Frequency Shift in 2D-FRFT Domain with Application to Image Encryption0
Deep learning based electrical noise removal enables high spectral optoacoustic contrast in deep tissue0
Center Smoothing: Certified Robustness for Networks with Structured OutputsCode0
A Sketching Framework for Reduced Data Transfer in Photon Counting LidarCode0
MITNet: GAN Enhanced Magnetic Induction Tomography Based on Complex CNN0
Holographic image reconstruction with phase recovery and autofocusing using recurrent neural networks0
A Similarity-preserving Neural Network Trained on Transformed Images Recapitulates Salient Features of the Fly Motion Detection Circuit0
Deep Event Stereo Leveraged by Event-to-Image Translation0
Model Adaptation for Image Reconstruction using Generalized Stein's Unbiased Risk Estimator0
CNN with large memory layers0
Automatic Detection of Occulted Hard X-ray Flares Using Deep-Learning Methods0
AS-Net: Fast Photoacoustic Reconstruction with Multi-feature Fusion from Sparse DataCode0
Generalized Image Reconstruction over T-AlgebraCode0
Energy-based Dropout in Restricted Boltzmann Machines: Why not go random0
GPU Acceleration for Synthetic Aperture Sonar Image Reconstruction0
A Metaheuristic-Driven Approach to Fine-Tune Deep Boltzmann Machines0
Reproducing Activation Function for Deep Learning0
UFA-FUSE: A novel deep supervised and hybrid model for multi-focus image fusion0
Learning Rotation Invariant Features for Cryogenic Electron Microscopy Image Reconstruction0
OAAE: Adversarial Autoencoders for Novelty Detection in Multi-modal Normality Case via Orthogonalized Latent Space0
A new solution to the curved Ewald sphere problem for 3D image reconstruction in electron microscopyCode0
Fast Ensemble Learning Using Adversarially-Generated Restricted Boltzmann MachinesCode0
Sparse Recovery via Bootstrapping: Collaborative or Independent?0
Empirical Studies on the Convergence of Feature Spaces in Deep Learning0
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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