SOTAVerified

Image Reconstruction

Papers

Showing 16761700 of 2143 papers

TitleStatusHype
Rainy screens: Collecting rainy datasets, indoors0
1D Probabilistic Undersampling Pattern Optimization for MR Image ReconstructionCode0
Time of arrival imaging: The proof of concept for a novel medical imaging modality0
Momentum-Net for Low-Dose CT Image Reconstruction0
Boosting the Performance of Plug-and-Play Priors via Denoiser Scaling0
Improving Robustness of Deep-Learning-Based Image Reconstruction0
Deep Learning for Biomedical Image Reconstruction: A Survey0
Co-VeGAN: Complex-Valued Generative Adversarial Network for Compressive Sensing MR Image Reconstruction0
Utilizing the Wavelet Transform's Structure in Compressed Sensing0
Convolutional Framework for Accelerated Magnetic Resonance ImagingCode0
Finite Hilbert Transform in Weighted L2 Spaces0
Fast reconstruction of atomic-scale STEM-EELS images from sparse samplingCode0
Novelty Detection via Non-Adversarial Generative Network0
Reconstructing Natural Scenes from fMRI Patterns using BigBiGAN0
Image Embedded Segmentation: Uniting Supervised and Unsupervised Objectives for Segmenting Histopathological Images0
Medical image reconstruction with image-adaptive priors learned by use of generative adversarial networks0
Motion Recovery from Radon Transformed Image Using Neural Networks0
Image Translation by Latent Union of Subspaces for Cross-Domain Plaque Segmentation0
A Two-step-training Deep Learning Framework for Real-time Computational Imaging without Physics Priors0
Towards Coding for Human and Machine Vision: A Scalable Image Coding Approach0
Limited Angle Tomography for Transmission X-Ray Microscopy Using Deep Learning0
A kernel Principal Component Analysis (kPCA) digest with a new backward mapping (pre-image reconstruction) strategy0
Advancing machine learning for MR image reconstruction with an open competition: Overview of the 2019 fastMRI challenge0
ODE-based Deep Network for MRI Reconstruction0
FHDR: HDR Image Reconstruction from a Single LDR Image using Feedback NetworkCode0
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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