SOTAVerified

Image Reconstruction

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1201–1250 of 2143 papers

TitleStatusHype
Seeing Far in the Dark with Patterned FlashCode0
Deep dual stream residual network with contextual attention for pansharpening of remote sensing images—0
The Brain-Inspired Decoder for Natural Visual Image ReconstructionCode0
Learning Sparsity-Promoting Regularizers using Bilevel Optimization—0
Untrained, physics-informed neural networks for structured illumination microscopy—0
Averaged Deep Denoisers for Image RegularizationCode0
Dual-space Compressed Sensing—0
Single-Pixel Image Reconstruction Based on Block Compressive Sensing and Deep Learning—0
Shape-Aware Masking for Inpainting in Medical Imaging—0
DeepPS2: Revisiting Photometric Stereo Using Two Differently Illuminated ImagesCode0
Facial Image Reconstruction from Functional Magnetic Resonance Imaging via GAN Inversion with Improved Attribute Consistency—0
Uncertainty Quantification for Deep Unrolling-Based Computational Imaging—0
DeepMB: Deep neural network for real-time optoacoustic image reconstruction with adjustable speed of sound—0
Hyperspectral image reconstruction for spectral camera based on ghost imaging via sparsity constraints using V-DUnet—0
Ev-NeRF: Event Based Neural Radiance Field—0
Global Sensing and Measurements Reuse for Image Compressed SensingCode0
OADAT: Experimental and Synthetic Clinical Optoacoustic Data for Standardized Image ProcessingCode0
Pythae: Unifying Generative Autoencoders in Python -- A Benchmarking Use Case—0
Stability of Image-Reconstruction Algorithms—0
DRMNet: Difference Image Reconstruction Enhanced Multiresolution Network for Optical Change Detection—0
Learned reconstruction methods with convergence guarantees—0
Localized adversarial artifacts for compressed sensing MRI—0
Convolutional Dictionary Learning by End-To-End Training of Iterative Neural NetworksCode0
Data Stealing Attack on Medical Images: Is it Safe to Export Networks from Data Lakes?—0
Dynamic MRI using Learned Transform-based Tensor Low-Rank Network (LT^2LR-Net)—0
Adaptive Local Neighborhood-based Neural Networks for MR Image Reconstruction from Undersampled Data—0
Radar Image Reconstruction from Raw ADC Data using Parametric Variational Autoencoder with Domain Adaptation—0
Image Reconstruction of Multi Branch Feature Multiplexing Fusion Network with Mixed Multi-layer Attention—0
Multiscale Voxel Based Decoding For Enhanced Natural Image Reconstruction From Brain Activity—0
Cross-domain heterogeneous residual network for single image super-resolutionCode0
MALICE: Manipulation Attacks on Learned Image ComprEssion—0
Denoising-based image reconstruction from pixels located at non-integer positions—0
Latent-space disentanglement with untrained generator networks for the isolation of different motion types in video dataCode0
Degradation-Aware Unfolding Half-Shuffle Transformer for Spectral Compressive Imaging—0
Reliability-based Mesh-to-Grid Image Reconstruction—0
Unsupervised Learning of Depth, Camera Pose and Optical Flow from Monocular Video—0
Combining Deep Learning and Adaptive Sparse Modeling for Low-dose CT Reconstruction—0
Joint cardiac T_1 mapping and cardiac function estimation using a deep manifold framework—0
Nonconvex L_ 1/2 -Regularized Nonlocal Self-similarity Denoiser for Compressive Sensing based CT Reconstruction—0
Monitoring of Pigmented Skin Lesions Using 3D Whole Body Imaging—0
A Framework for Event-based Computer Vision on a Mobile DeviceCode0
Overparameterization Improves StyleGAN Inversion—0
A Memory-Efficient Dynamic Image Reconstruction Method using Neural Fields—0
An Empirical Study Of Self-supervised Learning Approaches For Object Detection With TransformersCode0
Shadow-Aware Dynamic Convolution for Shadow RemovalCode0
On Scale Space Radon Transform, Properties and Application in CT Image Reconstruction—0
TransEM:Residual Swin-Transformer based regularized PET image reconstruction—0
Self-supervised Deep Unrolled Reconstruction Using Regularization by Denoising—0
Defending against Reconstruction Attacks through Differentially Private Federated Learning for Classification of Heterogeneous Chest X-Ray DataCode0
Data-Consistent Non-Cartesian Deep Subspace Learning for Efficient Dynamic MR Image Reconstruction—0
Show:102550
← PrevPage 25 of 43Next →
All datasetsImageNetUltra-High Resolution Image Reconstruction BenchmarkEdge-to-HandbagsEdge-to-ShoesAudio SetImageNet 256x256Edge-to-ClothesSpike-X4K

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Taming-VQGAN (16x16)FID3.64—Unverified
2VQGAN-LC (16x16)FID2.62—Unverified
3MaskGIT-VQGAN (16x16)FID2.28—Unverified
4RQ-VAE (8x8x16)FID1.83—Unverified
5TiTok-S-128FID1.71—Unverified
6MaskBit (16x16)FID1.66—Unverified
7ViT-VQGAN (16x16)FID1.28—Unverified
8Open-Magvit2 (16x16)FID1.17—Unverified
9Mo-VQGAN (16x16x4)FID1.12—Unverified
10IBQ (16x16)FID1—Unverified
#ModelMetricClaimedVerifiedStatus
1VAR (16x16)rFID9.85—Unverified
2VQGAN (16x16)rFID5.95—Unverified
3LlamaGen (16x16)rFID5.59—Unverified
4Open-Magvit2 (16x16)rFID4.18—Unverified
5MGVQ (16x16x4)rFID1.59—Unverified
6SD-VAE (16x16)rFID1.07—Unverified
#ModelMetricClaimedVerifiedStatus
1pix2pixFID96.31—Unverified
2bFTFID74.9—Unverified
3Xian et al._FID60.85—Unverified
4PI-RECFID0.07—Unverified
#ModelMetricClaimedVerifiedStatus
1pix2pixFID197.49—Unverified
2bFTFID121.2—Unverified
3Xian et al._FID44.76—Unverified
4PI-RECFID0.02—Unverified
#ModelMetricClaimedVerifiedStatus
1Ours (STFT: magnitude, L1l=1) W-ReplicateSSIM0.88—Unverified
2Ours (STFT: magnitude, L1l=1) WS-ReplicateSSIM0.86—Unverified
#ModelMetricClaimedVerifiedStatus
1AugVAE-SLFID3.28—Unverified
2AugVAE-MLFID1.04—Unverified
#ModelMetricClaimedVerifiedStatus
1bFTFID58.4—Unverified
#ModelMetricClaimedVerifiedStatus
1SwinSFAverage PSNR39.61—Unverified