SOTAVerified

Image Reconstruction

Papers

Showing 12011225 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 images0
The Brain-Inspired Decoder for Natural Visual Image ReconstructionCode0
Learning Sparsity-Promoting Regularizers using Bilevel Optimization0
Untrained, physics-informed neural networks for structured illumination microscopy0
Averaged Deep Denoisers for Image RegularizationCode0
Dual-space Compressed Sensing0
Single-Pixel Image Reconstruction Based on Block Compressive Sensing and Deep Learning0
Shape-Aware Masking for Inpainting in Medical Imaging0
DeepPS2: Revisiting Photometric Stereo Using Two Differently Illuminated ImagesCode0
Facial Image Reconstruction from Functional Magnetic Resonance Imaging via GAN Inversion with Improved Attribute Consistency0
Uncertainty Quantification for Deep Unrolling-Based Computational Imaging0
DeepMB: Deep neural network for real-time optoacoustic image reconstruction with adjustable speed of sound0
Hyperspectral image reconstruction for spectral camera based on ghost imaging via sparsity constraints using V-DUnet0
Ev-NeRF: Event Based Neural Radiance Field0
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 Case0
Stability of Image-Reconstruction Algorithms0
DRMNet: Difference Image Reconstruction Enhanced Multiresolution Network for Optical Change Detection0
Learned reconstruction methods with convergence guarantees0
Localized adversarial artifacts for compressed sensing MRI0
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
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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