SOTAVerified

Image Reconstruction

Papers

Showing 376400 of 2143 papers

TitleStatusHype
A Tensor-Based Dictionary Learning Approach to Tomographic Image Reconstruction0
A Tale of Two Latent Flows: Learning Latent Space Normalizing Flow with Short-run Langevin Flow for Approximate Inference0
A Learning-Based 3D EIT Image Reconstruction Method0
A Comprehensive Review of Generative AI in Healthcare0
A kernel Principal Component Analysis (kPCA) digest with a new backward mapping (pre-image reconstruction) strategy0
Asymmetric Diffusion Based Channel-Adaptive Secure Wireless Semantic Communications0
3D Image Reconstruction from X-Ray Measurements with Overlap0
A Survey of fMRI to Image Reconstruction0
A Joint Morphological Profiles and Patch Tensor Change Detection for Hyperspectral Imagery0
A comprehensive benchmark analysis for sand dust image reconstruction0
DDR-ID: Dual Deep Reconstruction Networks Based Image Decomposition for Anomaly Detection0
DEALing with Image Reconstruction: Deep Attentive Least Squares0
Deep Back Projection for Sparse-View CT Reconstruction0
AIR-DA: Adversarial Image Reconstruction for Unsupervised Domain Adaptive Object Detection0
Association: Remind Your GAN not to Forget0
A Dataset-free Deep learning Method for Low-Dose CT Image Reconstruction0
A Spectral Approach for the Design of Experiments: Design, Analysis and Algorithms0
A Comparison of Super-Resolution and Nearest Neighbors Interpolation Applied to Object Detection on Satellite Data0
Data Stealing Attack on Medical Images: Is it Safe to Export Networks from Data Lakes?0
A Spatiotemporal Illumination Model for 3D Image Fusion in Optical Coherence Tomography0
A hierarchical approach to deep learning and its application to tomographic reconstruction0
Data-Driven Bilateral Generalized Two-Dimensional Quaternion Principal Component Analysis with Application to Color Face Recognition0
StoDIP: Efficient 3D MRF image reconstruction with deep image priors and stochastic iterations0
Data-Driven Learning of a Union of Sparsifying Transforms Model for Blind Compressed Sensing0
A Similarity-preserving Neural Network Trained on Transformed Images Recapitulates Salient Features of the Fly Motion Detection Circuit0
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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