SOTAVerified

Image Reconstruction

Papers

Showing 301325 of 2143 papers

TitleStatusHype
A Primal-dual algorithm for image reconstruction with ICNNs0
Two Birds with One Stone: Multi-Task Semantic Communications Systems over Relay Channel0
Deep unrolled primal dual network for TOF-PET list-mode image reconstructionCode0
HART: Efficient Visual Generation with Hybrid Autoregressive TransformerCode9
Anatomical feature-prioritized loss for enhanced MR to CT translationCode1
Quantum Neural Network for Accelerated Magnetic Resonance Imaging0
Co-learning Single-Step Diffusion Upsampler and Downsampler with Two Discriminators and Distillation0
Lightweight Deep Learning Framework for Accurate Particle Flow Energy ReconstructionCode0
Toward Scalable Image Feature Compression: A Content-Adaptive and Diffusion-Based Approach0
Leveraging Multimodal Diffusion Models to Accelerate Imaging with Side Information0
Sequential Diffusion-Guided Deep Image Prior For Medical Image Reconstruction0
WAVE-UNET: Wavelength based Image Reconstruction method using attention UNET for OCT images0
Unsupervised Prior Learning: Discovering Categorical Pose Priors from Videos0
SC-CDM: Enhancing Quality of Image Semantic Communication with a Compact Diffusion Model0
An Efficient Inference Frame for SMLM (Single-Molecule Localization Microscopy)Code0
Anti-biofouling Lensless Camera System with Deep Learning based Image Reconstruction0
ImageFolder: Autoregressive Image Generation with Folded TokensCode3
Single-shot reconstruction of three-dimensional morphology of biological cells in digital holographic microscopy using a physics-driven neural network0
Focus On What Matters: Separated Models For Visual-Based RL Generalization0
Swap-Net: A Memory-Efficient 2.5D Network for Sparse-View 3D Cone Beam CT Reconstruction0
Photon Inhibition for Energy-Efficient Single-Photon Imaging0
PhoCoLens: Photorealistic and Consistent Reconstruction in Lensless Imaging0
MaskBit: Embedding-free Image Generation via Bit TokensCode2
Compressive radio-interferometric sensing with random beamforming as rank-one signal covariance projections0
Implicit Neural Representations for Speed-of-Sound Estimation in Ultrasound0
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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