SOTAVerified

Image Reconstruction

Papers

Showing 576600 of 2143 papers

TitleStatusHype
Image Compressed Sensing with Multi-scale Dilated Convolutional Neural NetworkCode0
Image Processing Using Multi-Code GAN PriorCode0
I^3Net: Inter-Intra-slice Interpolation Network for Medical Slice SynthesisCode0
A Bayesian Perspective on the Deep Image PriorCode0
Hyperparameter selection for Discrete Mumford-ShahCode0
Bigger Isn't Always Better: Towards a General Prior for Medical Image ReconstructionCode0
HUNet: Homotopy Unfolding Network for Image Compressive SensingCode0
HyperCoil-Recon: A Hypernetwork-based Adaptive Coil Configuration Task Switching Network for MRI ReconstructionCode0
How to Blend Concepts in Diffusion ModelsCode0
Robust Physics-based Deep MRI Reconstruction Via Diffusion PurificationCode0
Hierarchical Residual Learning Based Vector Quantized Variational Autoencoder for Image Reconstruction and GenerationCode0
Adapt and Diffuse: Sample-adaptive Reconstruction via Latent Diffusion ModelsCode0
Highly Scalable Image Reconstruction using Deep Neural Networks with Bandpass FilteringCode0
Differentiable Uncalibrated ImagingCode0
A Bayesian Based Deep Unrolling Algorithm for Single-Photon Lidar SystemsCode0
Development of Skip Connection in Deep Neural Networks for Computer Vision and Medical Image Analysis: A SurveyCode0
gvnn: Neural Network Library for Geometric Computer VisionCode0
Detecting Outliers with Poisson Image InterpolationCode0
Graph Convolutional Networks for Model-Based Learning in Nonlinear Inverse ProblemsCode0
Image reconstruction by domain transform manifold learningCode0
GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera PoseCode0
Generative Patch Priors for Practical Compressive Image RecoveryCode0
LLM-HDR: Bridging LLM-based Perception and Self-Supervision for Unpaired LDR-to-HDR Image ReconstructionCode0
Physics-informed generative real-time lens-free imagingCode0
A model-guided deep network for limited-angle computed tomographyCode0
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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