SOTAVerified

Image Reconstruction

Papers

Showing 726750 of 2143 papers

TitleStatusHype
Phenotype-preserving metric design for high-content image reconstruction by generative inpaintingCode0
One for Multiple: Physics-informed Synthetic Data Boosts Generalizable Deep Learning for Fast MRI ReconstructionCode0
Entropy Transformer Networks: A Learning Approach via Tangent Bundle Data Manifold0
SwinMM: Masked Multi-view with Swin Transformers for 3D Medical Image SegmentationCode1
Fast and Stable Diffusion Inverse Solver with History Gradient Update0
Computational Image Formation: Simulators in the Deep Learning Era0
FedAutoMRI: Federated Neural Architecture Search for MR Image Reconstruction0
Frequency-aware optical coherence tomography image super-resolution via conditional generative adversarial neural network0
Metric3D: Towards Zero-shot Metric 3D Prediction from A Single ImageCode4
Convergent regularization in inverse problems and linear plug-and-play denoisers0
Deep Physics-Guided Unrolling Generalization for Compressed SensingCode1
Nonlinear optical encoding enabled by recurrent linear scatteringCode1
Generalizing Supervised Deep Learning MRI Reconstruction to Multiple and Unseen Contrasts using Meta-Learning HypernetworksCode0
Local Conditional Neural Fields for Versatile and Generalizable Large-Scale Reconstructions in Computational ImagingCode1
Image Reconstruction using Enhanced Vision Transformer0
Test-Time Training on Video Streams0
Exact Diffusion Inversion via Bi-directional Integration ApproximationCode1
Lightweight Improved Residual Network for Efficient Inverse Tone MappingCode0
Weakly-supervised Contrastive Learning for Unsupervised Object DiscoveryCode0
Application of Spherical Convolutional Neural Networks to Image Reconstruction and Denoising in Nuclear Medicine0
Spatially Varying Exposure with 2-by-2 Multiplexing: Optimality and Universality0
Cross Spectral Image Reconstruction Using a Deep Guided Neural NetworkCode0
Deep image prior inpainting of ancient frescoes in the Mediterranean Alpine arcCode0
Ultrafast Cardiac Imaging Using Deep Learning For Speckle-Tracking EchocardiographyCode0
Score-based Generative Models for Photoacoustic Image Reconstruction with Rotation Consistency Constraints0
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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