SOTAVerified

Image Reconstruction

Papers

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Showing 1151–1200 of 2143 papers

TitleStatusHype
Securing Visually-Aware Recommender Systems: An Adversarial Image Reconstruction and Detection Framework—0
SeedEdit: Align Image Re-Generation to Image Editing—0
Seeing through the Brain: Image Reconstruction of Visual Perception from Human Brain Signals—0
See the Difference: Direct Pre-Image Reconstruction and Pose Estimation by Differentiating HOG—0
Segment Anything Meets Semantic Communication—0
Self-attention-based non-linear basis transformations for compact latent space modelling of dynamic optical fibre transmission matrices—0
Self-Attention Generative Adversarial Network for Iterative Reconstruction of CT Images—0
SelfCoLearn: Self-supervised collaborative learning for accelerating dynamic MR imaging—0
Self-FuseNet: Data Free Unsupervised Remote Sensing Image Super-Resolution—0
Self-Supervised and Supervised Deep Learning for PET Image Reconstruction—0
Self-Supervised Attention Learning for Depth and Ego-motion Estimation—0
Self-Supervised Deep Equilibrium Models for Inverse Problems with Theoretical Guarantees—0
Self-Supervised Domain Adaptation for Diabetic Retinopathy Grading using Vessel Image Reconstruction—0
Self-Supervised Domain Mismatch Estimation for Autonomous Perception—0
Self-Supervised Federated Learning for Fast MR Imaging—0
Self-Supervised-ISAR-Net Enables Fast Sparse ISAR Imaging—0
Self-Supervised Isotropic Superresolution Fetal Brain MRI—0
Self-Supervised Learning based on Transformed Image Reconstruction for Equivariance-Coherent Feature Representation—0
Self-Supervised Pretext Tasks for Alzheimer's Disease Classification using 3D Convolutional Neural Networks on Large-Scale Synthetic Neuroimaging Dataset—0
Self-supervised Recurrent Neural Network for 4D Abdominal and In-utero MR Imaging—0
Self-Supervised Single-Image Deconvolution with Siamese Neural Networks—0
Self-Supervised Structured Representations for Deep Reinforcement Learning—0
Semantic Communication based on Large Language Model for Underwater Image Transmission—0
Semantic Communications for Digital Signals via Carrier Images—0
Semantic Communications with Explicit Semantic Base for Image Transmission—0
Semantic Communication via Rate Distortion Perception Bottleneck—0
Semantic Feature Division Multiple Access for Multi-user Digital Interference Networks—0
Semantic Feature Division Multiple Access for Digital Semantic Broadcast Channels—0
Semblance: A Rank-Based Kernel on Probability Spaces for Niche Detection—0
SemiISP/SemiIE: Semi-Supervised Image Signal Processor and Image Enhancement Leveraging One-to-Many Mapping sRGB-to-RAW—0
Semi-supervised Image Attribute Editing using Generative Adversarial Networks—0
Sequential-Scanning Dual-Energy CT Imaging Using High Temporal Resolution Image Reconstruction and Error-Compensated Material Basis Image Generation—0
SHaDe: Compact and Consistent Dynamic 3D Reconstruction via Tri-Plane Deformation and Latent Diffusion—0
Shape-Aware Masking for Inpainting in Medical Imaging—0
Shared Prior Learning of Energy-Based Models for Image Reconstruction—0
Shearlet-based compressed sensing for fast 3D cardiac MR imaging using iterative reweighting—0
Sibling Neural Estimators: Improving Iterative Image Decoding with Gradient Communication—0
Signal Reconstruction from Quantized Noisy Samples of the Discrete Fourier Transform—0
SIMBA: Scalable Inversion in Optical Tomography using Deep Denoising Priors—0
Single Image Blind Deblurring Using Multi-Scale Latent Structure Prior—0
Single-image Full-body Human Relighting—0
Single Image Super-Resolution via Cascaded Multi-Scale Cross Network—0
Single-Pixel Image Reconstruction Based on Block Compressive Sensing and Deep Learning—0
Single-pixel imaging with origami pattern construction—0
Single PW takes a shortcut to compound PW in US imaging—0
Single-shot reconstruction of three-dimensional morphology of biological cells in digital holographic microscopy using a physics-driven neural network—0
SISMIK for brain MRI: Deep-learning-based motion estimation and model-based motion correction in k-space—0
Sketched Equivariant Imaging Regularization and Deep Internal Learning for Inverse Problems—0
Slice-to-volume medical image registration: a survey—0
SNAKE-fMRI: A modular fMRI data simulator from the space-time domain to k-space and back—0
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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