SOTAVerified

Image Reconstruction

Papers

Showing 15261550 of 2143 papers

TitleStatusHype
Machine Friendly Machine Learning: Interpretation of Computed Tomography Without Image Reconstruction0
Machine-learning enables Image Reconstruction and Classification in a "see-through" camera0
Machine Learning in Magnetic Resonance Imaging: Image Reconstruction0
MaDis-Stereo: Enhanced Stereo Matching via Distilled Masked Image Modeling0
Magnetic Resonance Image Processing Transformer for General Accelerated Image Reconstruction0
Manifold Based Low-rank Regularization for Image Restoration and Semi-supervised Learning0
Manifold Modeling in Embedded Space: A Perspective for Interpreting "Deep Image Prior"0
Manifold Modeling in Quotient Space: Learning An Invariant Mapping with Decodability of Image Patches0
MANIFOLDNET: A DEEP NEURAL NETWORK FOR MANIFOLD-VALUED DATA0
MAP Image Recovery with Guarantees using Locally Convex Multi-Scale Energy (LC-MUSE) Model0
Masked Autoencoders Are Robust Neural Architecture Search Learners0
Masked GANs for Unsupervised Depth and Pose Prediction with Scale Consistency0
Masked Image Contrastive Learning for Efficient Visual Conceptual Pre-training0
Masked Representation Learning for Domain Generalized Stereo Matching0
Masked Transformer for image Anomaly Localization0
Maximum Entropy Auto-Encoding0
Maximum entropy based non-negative optoacoustic tomographic image reconstruction0
Maximum-likelihood estimation in ptychography in the presence of Poisson-Gaussian noise statistics0
MCAD: Multi-modal Conditioned Adversarial Diffusion Model for High-Quality PET Image Reconstruction0
mcLARO: Multi-Contrast Learned Acquisition and Reconstruction Optimization for simultaneous quantitative multi-parametric mapping0
Reconstruction of Cardiac Cine MRI Using Motion-Guided Deformable Alignment and Multi-Resolution Fusion0
Medical Image Generation using Generative Adversarial Networks0
Medical image reconstruction with image-adaptive priors learned by use of generative adversarial networks0
Megapixel Photon-Counting Color Imaging using Quanta Image Sensor0
Memory-efficient deep end-to-end posterior network (DEEPEN) for inverse problems0
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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