SOTAVerified

Image Reconstruction

Papers

Showing 15761600 of 2143 papers

TitleStatusHype
AnyFace: Free-style Text-to-Face Synthesis and Manipulation0
A Performance Evaluation of Filtered Delay Multiply and Sum Beamforming for Ultrasound Localization Microscopy: Preliminary Results0
A Perspective on Deep Imaging0
A Picture is Worth a Billion Bits: Real-Time Image Reconstruction from Dense Binary Pixels0
A plug-and-play synthetic data deep learning for undersampled magnetic resonance image reconstruction0
A Plug-and-Play Untrained Neural Network for Full Waveform Inversion in Reconstructing Sound Speed Images of Ultrasound Computed Tomography0
A Polarization-Aided Transformer for Image Deblurring via Motion Vector Decomposition0
Application of Unsupervised Domain Adaptation for Structural MRI Analysis0
Approximate Extraction of Late-Time Returns via Morphological Component Analysis0
A Primal-dual algorithm for image reconstruction with ICNNs0
A Probabilistic Deep Image Prior over Image Space0
APS-USCT: Ultrasound Computed Tomography on Sparse Data via AI-Physic Synergy0
Why Are Deep Representations Good Perceptual Quality Features?0
A Quantitative Comparison between Shannon and Tsallis Havrda Charvat Entropies Applied to Cancer Outcome Prediction0
A reconstruction method for binary limited-data tomography using a dictionary-based sparse shape recovery0
Are High-Resolution Event Cameras Really Needed?0
A Relay System for Semantic Image Transmission based on Shared Feature Extraction and Hyperprior Entropy Compression0
Are NeRFs ready for autonomous driving? Towards closing the real-to-simulation gap0
A Residual Solver and Its Unfolding Neural Network for Total Variation Regularized Models0
A resource-efficient deep learning framework for low-dose brain PET image reconstruction and analysis0
A review and experimental evaluation of deep learning methods for MRI reconstruction0
A Review on Deep Learning in Medical Image Reconstruction0
Active Restoration of Lost Audio Signals Using Machine Learning and Latent Information0
A Robust Matching Pursuit Algorithm Using Information Theoretic Learning0
Artificial Intelligence Augmented Medical Imaging Reconstruction in Radiation Therapy0
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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