SOTAVerified

Image Reconstruction

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 801–850 of 2143 papers

TitleStatusHype
Are NeRFs ready for autonomous driving? Towards closing the real-to-simulation gap—0
Ultrasound Imaging based on the Variance of a Diffusion Restoration ModelCode0
WSCLoc: Weakly-Supervised Sparse-View Camera Relocalization—0
Deep Few-view High-resolution Photon-counting Extremity CT at Halved Dose for a Clinical Trial—0
Inter-individual and inter-site neural code conversion without shared stimuli—0
MoreStyle: Relax Low-frequency Constraint of Fourier-based Image Reconstruction in Generalizable Medical Image SegmentationCode0
Overcoming Distribution Shifts in Plug-and-Play Methods with Test-Time Training—0
Perspective-Equivariance for Unsupervised Imaging with Camera GeometryCode0
Mitigating Data Consistency Induced Discrepancy in Cascaded Diffusion Models for Sparse-view CT Reconstruction—0
MGIC: A Multi-Label Gradient Inversion Attack based on Canny Edge Detection on Federated Learning—0
Physics-informed generative real-time lens-free imagingCode0
Visual Privacy Auditing with Diffusion Models—0
HDRTransDC: High Dynamic Range Image Reconstruction with Transformer Deformation Convolution—0
Reconstructing Visual Stimulus Images from EEG Signals Based on Deep Visual Representation Model—0
The R2D2 deep neural network series paradigm for fast precision imaging in radio astronomy—0
Noise Level Adaptive Diffusion Model for Robust Reconstruction of Accelerated MRICode0
Single-Image HDR Reconstruction Assisted Ghost Suppression and Detail Preservation Network for Multi-Exposure HDR ImagingCode0
A Multi-Task Oriented Semantic Communication Framework for Autonomous Vehicles—0
ProxNF: Neural Field Proximal Training for High-Resolution 4D Dynamic Image Reconstruction—0
Enhanced Low-Dose CT Image Reconstruction by Domain and Task Shifting Gaussian Denoisers—0
List-Mode PET Image Reconstruction Using Dykstra-Like Splitting—0
Optimization of array encoding for ultrasound imagingCode0
Relaxometry Guided Quantitative Cardiac Magnetic Resonance Image ReconstructionCode0
Equilibrium Model with Anisotropy for Model-Based Reconstruction in Magnetic Particle ImagingCode0
Deep Network for Image Compressed Sensing Coding Using Local Structural Sampling—0
Objective and Interpretable Breast Cosmesis Evaluation with Attention Guided Denoising Diffusion Anomaly Detection Model—0
MambaMIR: An Arbitrary-Masked Mamba for Joint Medical Image Reconstruction and Uncertainty EstimationCode0
A Performance Evaluation of Filtered Delay Multiply and Sum Beamforming for Ultrasound Localization Microscopy: Preliminary Results—0
Image space formalism of convolutional neural networks for k-space interpolation—0
MIP: CLIP-based Image Reconstruction from PEFT Gradients—0
Sparse2Inverse: Self-supervised inversion of sparse-view CT data—0
Spherical Geometry Algorithm for Space-borne Synthetic Aperture Radar Imaging—0
Learning to See Through Dazzle—0
Deep Separable Spatiotemporal Learning for Fast Dynamic Cardiac MRI—0
Technical Note: An Efficient Implementation of the Spherical Radon Transform with Cylindrical Apertures—0
Transformer-based Learned Image Compression for Joint Decoding and Denoising—0
A Spatiotemporal Illumination Model for 3D Image Fusion in Optical Coherence Tomography—0
Diffusion Model with Cross Attention as an Inductive Bias for Disentanglement—0
Compressive Recovery of Signals Defined on Perturbed Graphs—0
HistoHDR-Net: Histogram Equalization for Single LDR to HDR Image Translation—0
Memory-efficient deep end-to-end posterior network (DEEPEN) for inverse problems—0
MIRT: a simultaneous reconstruction and affine motion compensation technique for four dimensional computed tomography (4DCT)—0
Analysis of Deep Image Prior and Exploiting Self-Guidance for Image Reconstruction—0
Knowledge-driven deep learning for fast MR imaging: undersampled MR image reconstruction from supervised to un-supervised learning—0
MCU-Net: A Multi-prior Collaborative Deep Unfolding Network with Gates-controlled Spatial Attention for Accelerated MR Image Reconstruction—0
DARCS: Memory-Efficient Deep Compressed Sensing Reconstruction for Acceleration of 3D Whole-Heart Coronary MR Angiography—0
All-optical complex field imaging using diffractive processors—0
Evaluation of pseudo-healthy image reconstruction for anomaly detection with deep generative models: Application to brain FDG PETCode0
A 2D Sinogram-Based Approach to Defect Localization in Computed Tomography—0
Study of the gOMP Algorithm for Recovery of Compressed Sensed Hyperspectral Images—0
Show:102550
← PrevPage 17 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