SOTAVerified

Image Reconstruction

Papers

Showing 51100 of 2143 papers

TitleStatusHype
MaskBit: Embedding-free Image Generation via Bit TokensCode2
Anomaly Detection with Conditioned Denoising Diffusion ModelsCode2
ILLUME+: Illuminating Unified MLLM with Dual Visual Tokenization and Diffusion RefinementCode2
Implicit Neural Representation in Medical Imaging: A Comparative SurveyCode2
A Modular and Robust Physics-Based Approach for Lensless Image ReconstructionCode2
Generative Adversarial Network in Medical Imaging: A ReviewCode2
Navigating Image Restoration with VAR's Distribution Alignment PriorCode2
Efficient approximation of Jacobian matrices involving a non-uniform fast Fourier transform (NUFFT)Code1
EAGLE: An Edge-Aware Gradient Localization Enhanced Loss for CT Image ReconstructionCode1
E2PNet: Event to Point Cloud Registration with Spatio-Temporal Representation LearningCode1
E-Calib: A Fast, Robust and Accurate Calibration Toolbox for Event CamerasCode1
Efficient 3-D Near-Field MIMO-SAR Imaging for Irregular Scanning GeometriesCode1
Efficient Sum of Outer Products Dictionary Learning (SOUP-DIL) and Its Application to Inverse ProblemsCode1
DMFourLLIE: Dual-Stage and Multi-Branch Fourier Network for Low-Light Image EnhancementCode1
3D GAN Inversion with Pose OptimizationCode1
Dual-Octave Convolution for Accelerated Parallel MR Image ReconstructionCode1
Digging into Uncertainty in Self-supervised Multi-view StereoCode1
Digging Into Self-Supervised Monocular Depth EstimationCode1
Exploiting Regional Information Transformer for Single Image DerainingCode1
Dynadiff: Single-stage Decoding of Images from Continuously Evolving fMRICode1
End-to-End Differentiable Learning to HDR Image Synthesis for Multi-exposure ImagesCode1
DEFT: Efficient Fine-Tuning of Diffusion Models by Learning the Generalised h-transformCode1
Deep Probabilistic Imaging: Uncertainty Quantification and Multi-modal Solution Characterization for Computational ImagingCode1
Denoising Auto-encoding Priors in Undecimated Wavelet Domain for MR Image ReconstructionCode1
Deep Manifold Learning for Dynamic MR ImagingCode1
Nonlinear optical encoding enabled by recurrent linear scatteringCode1
Deep Physics-Guided Unrolling Generalization for Compressed SensingCode1
Deep Learning for Event-based Vision: A Comprehensive Survey and BenchmarksCode1
Deep Generalization of Structured Low-Rank Algorithms (Deep-SLR)Code1
Deep learning for photoacoustic imaging: a surveyCode1
Deep Convolutional Autoencoders for reconstructing magnetic resonance images of the healthy brainCode1
Data Consistent Deep Rigid MRI Motion CorrectionCode1
DC-WCNN: A deep cascade of wavelet based convolutional neural networks for MR Image ReconstructionCode1
Deep, Deep Learning with BARTCode1
Deep Learning in Photoacoustic Tomography: Current approaches and future directionsCode1
Computing Multiple Image Reconstructions with a Single HypernetworkCode1
A Deep Learning Framework to Reconstruct Face under MaskCode1
Analysis of Deep Complex-Valued Convolutional Neural Networks for MRI ReconstructionCode1
Context-Aware Pretraining for Efficient Blind Image DecompositionCode1
CoIL: Coordinate-based Internal Learning for Imaging Inverse ProblemsCode1
CNN-Based Image Reconstruction Method for Ultrafast Ultrasound ImagingCode1
A deep network for sinogram and CT image reconstructionCode1
Compressive Spectral Image Reconstruction using Deep Prior and Low-Rank Tensor RepresentationCode1
A Differentiable Two-stage Alignment Scheme for Burst Image Reconstruction with Large ShiftCode1
Comparison of convolutional neural networks for cloudy optical images reconstruction from single or multitemporal joint SAR and optical imagesCode1
Accelerated Motion Correction with Deep Generative Diffusion ModelsCode1
ADJUST: A Dictionary-Based Joint Reconstruction and Unmixing Method for Spectral TomographyCode1
Deep Bayesian InversionCode1
A Decoupled Multi-Task Network for Shadow RemovalCode1
Adversarial Robust Training of Deep Learning MRI Reconstruction ModelsCode1
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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