SOTAVerified

Image Reconstruction

Papers

Showing 951975 of 2143 papers

TitleStatusHype
Quantitative Susceptibility Mapping through Model-based Deep Image Prior (MoDIP)0
Learning Image Deraining Transformer Network with Dynamic Dual Self-Attention0
UniBrain: Unify Image Reconstruction and Captioning All in One Diffusion Model from Human Brain Activity0
Semantic Communications with Explicit Semantic Base for Image Transmission0
TriDo-Former: A Triple-Domain Transformer for Direct PET Reconstruction from Low-Dose Sinograms0
Iterative Reweighted Least Squares Networks With Convergence Guarantees for Solving Inverse Imaging Problems0
HyperCoil-Recon: A Hypernetwork-based Adaptive Coil Configuration Task Switching Network for MRI ReconstructionCode0
Improved Multi-Shot Diffusion-Weighted MRI with Zero-Shot Self-Supervised Learning ReconstructionCode0
SDLFormer: A Sparse and Dense Locality-enhanced Transformer for Accelerated MR Image ReconstructionCode0
Quantitative MR Image Reconstruction using Parameter-Specific Dictionary Learning with Adaptive Dictionary-Size and Sparsity-Level Choice0
Recurrent Spike-based Image Restoration under General IlluminationCode0
Nest-DGIL: Nesterov-optimized Deep Geometric Incremental Learning for CS Image ReconstructionCode0
Maximum-likelihood estimation in ptychography in the presence of Poisson-Gaussian noise statistics0
Focus on Content not Noise: Improving Image Generation for Nuclei Segmentation by Suppressing Steganography in CycleGAN0
DiffColor: Toward High Fidelity Text-Guided Image Colorization with Diffusion Models0
Conditioning Generative Latent Optimization for Sparse-View CT Image Reconstruction0
Towards Head Computed Tomography Image Reconstruction Standardization with Deep Learning Assisted Automatic Detection0
Fusing Sparsity with Deep Learning for Rotating Scatter Mask Gamma Imaging0
Seeing through the Brain: Image Reconstruction of Visual Perception from Human Brain Signals0
Phenotype-preserving metric design for high-content image reconstruction by generative inpaintingCode0
SuperInpaint: Learning Detail-Enhanced Attentional Implicit Representation for Super-resolutional Image Inpainting0
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
Fast and Stable Diffusion Inverse Solver with History Gradient Update0
Computational Image Formation: Simulators in the Deep Learning Era0
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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