SOTAVerified

Image Reconstruction

Papers

Showing 801825 of 2143 papers

TitleStatusHype
Are NeRFs ready for autonomous driving? Towards closing the real-to-simulation gap0
WSCLoc: Weakly-Supervised Sparse-View Camera Relocalization0
Ultrasound Imaging based on the Variance of a Diffusion Restoration ModelCode0
Deep Few-view High-resolution Photon-counting Extremity CT at Halved Dose for a Clinical Trial0
MoreStyle: Relax Low-frequency Constraint of Fourier-based Image Reconstruction in Generalizable Medical Image SegmentationCode0
Inter-individual and inter-site neural code conversion without shared stimuli0
Overcoming Distribution Shifts in Plug-and-Play Methods with Test-Time Training0
Perspective-Equivariance for Unsupervised Imaging with Camera GeometryCode0
Mitigating Data Consistency Induced Discrepancy in Cascaded Diffusion Models for Sparse-view CT Reconstruction0
MGIC: A Multi-Label Gradient Inversion Attack based on Canny Edge Detection on Federated Learning0
Visual Privacy Auditing with Diffusion Models0
Physics-informed generative real-time lens-free imagingCode0
HDRTransDC: High Dynamic Range Image Reconstruction with Transformer Deformation Convolution0
Reconstructing Visual Stimulus Images from EEG Signals Based on Deep Visual Representation Model0
Noise Level Adaptive Diffusion Model for Robust Reconstruction of Accelerated MRICode0
The R2D2 deep neural network series paradigm for fast precision imaging in radio astronomy0
Single-Image HDR Reconstruction Assisted Ghost Suppression and Detail Preservation Network for Multi-Exposure HDR ImagingCode0
Enhanced Low-Dose CT Image Reconstruction by Domain and Task Shifting Gaussian Denoisers0
ProxNF: Neural Field Proximal Training for High-Resolution 4D Dynamic Image Reconstruction0
A Multi-Task Oriented Semantic Communication Framework for Autonomous Vehicles0
Optimization of array encoding for ultrasound imagingCode0
Equilibrium Model with Anisotropy for Model-Based Reconstruction in Magnetic Particle ImagingCode0
List-Mode PET Image Reconstruction Using Dykstra-Like Splitting0
Relaxometry Guided Quantitative Cardiac Magnetic Resonance Image ReconstructionCode0
Deep Network for Image Compressed Sensing Coding Using Local Structural Sampling0
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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