SOTAVerified

Image Reconstruction

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1501–1550 of 2143 papers

TitleStatusHype
Leveraging Diffusion Knowledge for Generative Image Compression with Fractal Frequency-Aware Band Learning—0
Leveraging Frame Affinity for sRGB-to-RAW Video De-rendering—0
Leveraging Multimodal Diffusion Models to Accelerate Imaging with Side Information—0
Lifting AutoEncoders: Unsupervised Learning of a Fully-Disentangled 3D Morphable Model using Deep Non-Rigid Structure from Motion—0
Lightness Modulated Deep Inverse Tone Mapping—0
Lightweight Spatial-Channel Adaptive Coordination of Multilevel Refinement Enhancement Network for Image Reconstruction—0
Likelihood-Scheduled Score-Based Generative Modeling for Fully 3D PET Image Reconstruction—0
Limited Angle Tomography for Transmission X-Ray Microscopy Using Deep Learning—0
Limited View and Sparse Photoacoustic Tomography for Neuroimaging with Deep Learning—0
Limited-View Photoacoustic Imaging Reconstruction Via High-quality Self-supervised Neural Representation—0
Link to the Past: Temporal Propagation for Fast 3D Human Reconstruction from Monocular Video—0
List-Mode PET Image Reconstruction Using Dykstra-Like Splitting—0
List-Mode PET Image Reconstruction Using Deep Image Prior—0
LMPDNet: TOF-PET list-mode image reconstruction using model-based deep learning method—0
Local Fourier Slice Photography—0
Localized adversarial artifacts for compressed sensing MRI—0
Lottery Image Prior—0
Low-Dose CT Denoising via Sinogram Inner-Structure Transformer—0
Low-Dose CT Image Enhancement Using Deep Learning—0
Enhanced Low-Dose CT Image Reconstruction by Domain and Task Shifting Gaussian Denoisers—0
Low-Dose CT Image Reconstruction using Vector Quantized Convolutional Autoencoder with Perceptual Loss—0
Low Dose CT Image Reconstruction With Learned Sparsifying Transform—0
Low-rank and Adaptive Sparse Signal (LASSI) Models for Highly Accelerated Dynamic Imaging—0
Low-Rank Augmented Implicit Neural Representation for Unsupervised High-Dimensional Quantitative MRI Reconstruction—0
LuminanceL1Loss: A loss function which measures percieved brightness and colour differences—0
Machine Friendly Machine Learning: Interpretation of Computed Tomography Without Image Reconstruction—0
Machine-learning enables Image Reconstruction and Classification in a "see-through" camera—0
Machine Learning in Magnetic Resonance Imaging: Image Reconstruction—0
MaDis-Stereo: Enhanced Stereo Matching via Distilled Masked Image Modeling—0
Magnetic Resonance Image Processing Transformer for General Accelerated Image Reconstruction—0
Manifold Based Low-rank Regularization for Image Restoration and Semi-supervised Learning—0
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 Patches—0
MANIFOLDNET: A DEEP NEURAL NETWORK FOR MANIFOLD-VALUED DATA—0
MAP Image Recovery with Guarantees using Locally Convex Multi-Scale Energy (LC-MUSE) Model—0
Masked Autoencoders Are Robust Neural Architecture Search Learners—0
Masked GANs for Unsupervised Depth and Pose Prediction with Scale Consistency—0
Masked Image Contrastive Learning for Efficient Visual Conceptual Pre-training—0
Masked Representation Learning for Domain Generalized Stereo Matching—0
Masked Transformer for image Anomaly Localization—0
Maximum Entropy Auto-Encoding—0
Maximum entropy based non-negative optoacoustic tomographic image reconstruction—0
Maximum-likelihood estimation in ptychography in the presence of Poisson-Gaussian noise statistics—0
MCAD: Multi-modal Conditioned Adversarial Diffusion Model for High-Quality PET Image Reconstruction—0
mcLARO: Multi-Contrast Learned Acquisition and Reconstruction Optimization for simultaneous quantitative multi-parametric mapping—0
Reconstruction of Cardiac Cine MRI Using Motion-Guided Deformable Alignment and Multi-Resolution Fusion—0
Medical Image Generation using Generative Adversarial Networks—0
Medical image reconstruction with image-adaptive priors learned by use of generative adversarial networks—0
Megapixel Photon-Counting Color Imaging using Quanta Image Sensor—0
Memory-efficient deep end-to-end posterior network (DEEPEN) for inverse problems—0
Show:102550
← PrevPage 31 of 43Next →
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