SOTAVerified

Image Reconstruction

Papers

Showing 11261150 of 2143 papers

TitleStatusHype
CloudBrain-ReconAI: An Online Platform for MRI Reconstruction and Image Quality Evaluation0
Hybrid adiabatic quantum computing for tomographic image reconstruction -- opportunities and limitations0
ViewNet: Unsupervised Viewpoint Estimation from Conditional Generation0
3D-EPI Blip-Up/Down Acquisition (BUDA) with CAIPI and Joint Hankel Structured Low-Rank Reconstruction for Rapid Distortion-Free High-Resolution T2* Mapping0
3D GAN Inversion with Facial Symmetry Prior0
Quasi Non-Negative Quaternion Matrix Factorization with Application to Color Face Recognition0
Enhanced artificial intelligence-based diagnosis using CBCT with internal denoising: Clinical validation for discrimination of fungal ball, sinusitis, and normal cases in the maxillary sinus0
Iterative Data Refinement for Self-Supervised MR Image Reconstruction0
Nonlinear Equivariant Imaging: Learning Multi-Parametric Tissue Mapping without Ground Truth for Compressive Quantitative MRI0
GAN Inversion for Image Editing via Unsupervised Domain Adaptation0
Radon-based Image Reconstruction for MPI using a continuously rotating FFL0
Downscaled Representation Matters: Improving Image Rescaling with Collaborative Downscaled Images0
Differentiable Uncalibrated ImagingCode0
Super-resolution Reconstruction of Single Image for Latent features0
Vector-Valued Least-Squares Regression under Output Regularity Assumptions0
3D-Aware Encoding for Style-based Neural Radiance Fields0
Self-Supervised Isotropic Superresolution Fetal Brain MRI0
On the Robustness of deep learning-based MRI Reconstruction to image transformations0
HDRfeat: A Feature-Rich Network for High Dynamic Range Image Reconstruction0
Spiking sampling network for image sparse representation and dynamic vision sensor data compression0
Interpretable Modeling and Reduction of Unknown Errors in Mechanistic Operators0
Generating Clear Images From Images With Distortions Caused by Adverse Weather Using Generative Adversarial Networks0
1st Place Solutions for UG2+ Challenge 2022 ATMOSPHERIC TURBULENCE MITIGATION0
Masked Transformer for image Anomaly Localization0
Residual Back Projection With Untrained Neural Networks0
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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