SOTAVerified

Image Reconstruction

Papers

Showing 18761900 of 2143 papers

TitleStatusHype
Adversarially learned iterative reconstruction for imaging inverse problemsCode0
Linear Convergence of Plug-and-Play Algorithms with Kernel DenoisersCode0
Uncertainty Quantification with Generative ModelsCode0
f-AnoGAN: Fast Unsupervised Anomaly Detection with Generative Adversarial NetworksCode0
An Optimal Control Framework for Joint-channel Parallel MRI Reconstruction without Coil SensitivitiesCode0
LMD: Faster Image Reconstruction with Latent Masking DiffusionCode0
Structured illumination microscopy image reconstruction algorithmCode0
Interval Neural Networks as Instability Detectors for Image ReconstructionsCode0
Wasserstein Generative Learning of Conditional DistributionCode0
Continual Learning Approaches for Anomaly DetectionCode0
LoFi: Neural Local Fields for Scalable Image ReconstructionCode0
Detecting Outliers with Poisson Image InterpolationCode0
Consensus Convolutional Sparse CodingCode0
Facial Image Reconstruction and its Influence to Face RecognitionCode0
AugUndo: Scaling Up Augmentations for Monocular Depth Completion and EstimationCode0
Policy Learning with a Language BottleneckCode0
Exposure-Aware Dynamic Weighted Learning for Single-Shot HDR ImagingCode0
Position Regression for Unsupervised Anomaly DetectionCode0
A Two-stage Deep Network for High Dynamic Range Image ReconstructionCode0
LSHR-Net: a hardware-friendly solution for high-resolution computational imaging using a mixed-weights neural networkCode0
Defending against Reconstruction Attacks through Differentially Private Federated Learning for Classification of Heterogeneous Chest X-Ray DataCode0
Information Competing Process for Learning Diversified RepresentationsCode0
Deep unrolled primal dual network for TOF-PET list-mode image reconstructionCode0
Exploring the Role of the Bottleneck in Slot-Based Models Through Covariance RegularizationCode0
Conditional and Residual Methods in Scalable Coding for Humans and MachinesCode0
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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