SOTAVerified

Image Reconstruction

Papers

Showing 601650 of 2143 papers

TitleStatusHype
Single PW takes a shortcut to compound PW in US imaging0
Fast Sampling generative model for Ultrasound image reconstruction0
Towards Architecture-Agnostic Untrained Network Priors for Image Reconstruction with Frequency RegularizationCode0
Patient-Adaptive and Learned MRI Data Undersampling Using Neighborhood Clustering0
EventAid: Benchmarking Event-aided Image/Video Enhancement Algorithms with Real-captured Hybrid Dataset0
LMD: Faster Image Reconstruction with Latent Masking DiffusionCode0
Robust MRI Reconstruction by Smoothed Unrolling (SMUG)Code0
The AIRI plug-and-play algorithm for image reconstruction in radio-interferometry: variations and robustness0
DiAD: A Diffusion-based Framework for Multi-class Anomaly DetectionCode2
BARET : Balanced Attention based Real image Editing driven by Target-text Inversion0
Direct Exoplanet Detection Using Deep Convolutional Image Reconstruction (ConStruct): A New Algorithm for Post-Processing High-Contrast Images0
ReconU-Net: a direct PET image reconstruction using U-Net architecture with back projection-induced skip connection0
Instant Uncertainty Calibration of NeRFs Using a Meta-CalibratorCode0
Equivariant plug-and-play image reconstruction0
Few-shot Shape Recognition by Learning Deep Shape-aware Features0
CT Reconstruction using Diffusion Posterior Sampling conditioned on a Nonlinear Measurement Model0
Portrait Diffusion: Training-free Face Stylization with Chain-of-PaintingCode1
Spectral-wise Implicit Neural Representation for Hyperspectral Image Reconstruction0
Adaptive Correspondence Scoring for Unsupervised Medical Image Registration0
Domain Adaptive Imitation Learning with Visual Observation0
E2PNet: Event to Point Cloud Registration with Spatio-Temporal Representation LearningCode1
Anatomy and Physiology of Artificial Intelligence in PET Imaging0
Few-shot Image Generation via Style Adaptation and Content Preservation0
Deep Regularized Compound Gaussian Network for Solving Linear Inverse ProblemsCode0
Latent Diffusion Prior Enhanced Deep Unfolding for Snapshot Spectral Compressive ImagingCode1
Joint Diffusion: Mutual Consistency-Driven Diffusion Model for PET-MRI Co-Reconstruction0
Investigating the use of publicly available natural videos to learn Dynamic MR image reconstructionCode0
Attribute-Aware Deep Hashing with Self-Consistency for Large-Scale Fine-Grained Image RetrievalCode0
Masked Autoencoders Are Robust Neural Architecture Search Learners0
Enhancing Low-dose CT Image Reconstruction by Integrating Supervised and Unsupervised Learning0
A Relay System for Semantic Image Transmission based on Shared Feature Extraction and Hyperprior Entropy Compression0
On the Quantification of Image Reconstruction Uncertainty without Training Data0
DMV3D: Denoising Multi-View Diffusion using 3D Large Reconstruction Model0
How do Minimum-Norm Shallow Denoisers Look in Function Space?0
LuminanceL1Loss: A loss function which measures percieved brightness and colour differences0
DeepPatent2: A Large-Scale Benchmarking Corpus for Technical Drawing UnderstandingCode0
Efficient Model-Based Deep Learning via Network Pruning and Fine-TuningCode0
RPCANet: Deep Unfolding RPCA Based Infrared Small Target DetectionCode1
Low-Dose CT Image Enhancement Using Deep Learning0
Diffusion Reconstruction of Ultrasound Images with Informative Uncertainty0
Asymmetric Diffusion Based Channel-Adaptive Secure Wireless Semantic Communications0
Learning Robust Deep Visual Representations from EEG Brain RecordingsCode1
A Comparative Study of Variational Autoencoders, Normalizing Flows, and Score-based Diffusion Models for Electrical Impedance Tomography0
Pixel-Level Clustering Network for Unsupervised Image Segmentation0
LC-TTFS: Towards Lossless Network Conversion for Spiking Neural Networks with TTFS Coding0
Partition Speeds Up Learning Implicit Neural Representations Based on Exponential-Increase HypothesisCode0
Multi-granularity Backprojection Transformer for Remote Sensing Image Super-Resolution0
Noise-robust latent vector reconstruction in ptychography using deep generative models0
FixPix: Fixing Bad Pixels using Deep Learning0
Equivariant Bootstrapping for Uncertainty Quantification in Imaging Inverse ProblemsCode0
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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