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Image Reconstruction

Papers

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Showing 1151–1200 of 2143 papers

TitleStatusHype
Robust Principal Component Analysis Using a Novel Kernel Related with the L1-Norm—0
Robust Recovery of Adversarial Examples—0
Robust Training Using Natural Transformation—0
Robust X-ray Sparse-view Phase Tomography via Hierarchical Synthesis Convolutional Neural Networks—0
RODEO: Robust DE-aliasing autoencOder for Real-time Medical Image Reconstruction—0
RSFR: A Coarse-to-Fine Reconstruction Framework for Diffusion Tensor Cardiac MRI with Semantic-Aware Refinement—0
S3K: Self-Supervised Semantic Keypoints for Robotic Manipulation via Multi-View Consistency—0
S3PET: Semi-supervised Standard-dose PET Image Reconstruction via Dose-aware Token Swap—0
SADIR: Shape-Aware Diffusion Models for 3D Image Reconstruction—0
SAG-VAE: End-to-end Joint Inference of Data Representations and Feature Relations—0
SAIR: Learning Semantic-aware Implicit Representation—0
Sample-Relaxed Two-Dimensional Color Principal Component Analysis for Face Recognition and Image Reconstruction—0
Learning to See Through Dazzle—0
SANTIS: Sampling-Augmented Neural neTwork with Incoherent Structure for MR image reconstruction—0
SAR Image Autofocusing using Wirtinger calculus and Cauchy regularization—0
Scalable Non-Cartesian Magnetic Resonance Imaging with R2D2—0
Scanner Invariant Representations for Diffusion MRI Harmonization—0
SC-CDM: Enhancing Quality of Image Semantic Communication with a Compact Diffusion Model—0
Scene Graph Generation with External Knowledge and Image Reconstruction—0
Scene Text Image Super-Resolution via Content Perceptual Loss and Criss-Cross Transformer Blocks—0
Score-Based Diffusion Models for Photoacoustic Tomography Image Reconstruction—0
Score-based Diffusion Models for Bayesian Image Reconstruction—0
Score-based Generative Models for Photoacoustic Image Reconstruction with Rotation Consistency Constraints—0
SEAGLE: Sparsity-Driven Image Reconstruction under Multiple Scattering—0
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
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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