SOTAVerified

Image Reconstruction

Papers

Showing 13261350 of 2143 papers

TitleStatusHype
Towards Lensless Image Deblurring with Prior-Embedded Implicit Neural Representations in the Low-Data Regime0
Towards Low-Photon Nanoscale Imaging: Holographic Phase Retrieval via Maximum Likelihood Optimization0
Towards Physics-informed Cyclic Adversarial Multi-PSF Lensless Imaging0
Towards Prospective Medical Image Reconstruction via Knowledge-Informed Dynamic Optimal Transport0
Towards radio astronomical imaging using an arbitrary basis0
Towards Reducing Aleatoric Uncertainty for Medical Imaging Tasks0
Towards Semantic Communications: Deep Learning-Based Image Semantic Coding0
Towards Universal Learning-based Model for Cardiac Image Reconstruction: Summary of the CMRxRecon2024 Challenge0
Traffic sign detection and recognition using event camera image reconstruction0
Training a Task-Specific Image Reconstruction Loss0
Training and Classification using a Restricted Boltzmann Machine on the D-Wave 2000Q0
Training Deep Spiking Auto-encoders without Bursting or Dying Neurons through Regularization0
Training End-to-End Unrolled Iterative Neural Networks for SPECT Image Reconstruction0
Training Variational Networks with Multi-Domain Simulations: Speed-of-Sound Image Reconstruction0
TransEM:Residual Swin-Transformer based regularized PET image reconstruction0
Transformer-based dimensionality reduction0
Transformer-based Image Compression0
Transformer-based Learned Image Compression for Joint Decoding and Denoising0
Transform Learning for Magnetic Resonance Image Reconstruction: From Model-based Learning to Building Neural Networks0
TriDo-Former: A Triple-Domain Transformer for Direct PET Reconstruction from Low-Dose Sinograms0
Two Birds with One Stone: Multi-Task Semantic Communications Systems over Relay Channel0
Two-dimensional Bhattacharyya bound linear discriminant analysis with its applications0
Two-layer clustering-based sparsifying transform learning for low-dose CT reconstruction0
Two-Phase Multi-Dose-Level PET Image Reconstruction with Dose Level Awareness0
Two-Stage Deep Learning for Accelerated 3D Time-of-Flight MRA without Matched Training Data0
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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