SOTAVerified

Image Reconstruction

Papers

Showing 626650 of 2143 papers

TitleStatusHype
Defending against Reconstruction Attacks through Differentially Private Federated Learning for Classification of Heterogeneous Chest X-Ray DataCode0
Generative Model-Driven Synthetic Training Image Generation: An Approach to Cognition in Rail Defect DetectionCode0
Generalizing Supervised Deep Learning MRI Reconstruction to Multiple and Unseen Contrasts using Meta-Learning HypernetworksCode0
Deep unrolled primal dual network for TOF-PET list-mode image reconstructionCode0
General Phase Regularized Reconstruction using Phase CyclingCode0
Generalized Image Reconstruction over T-AlgebraCode0
Generalizable Learning Reconstruction for Accelerating MR Imaging via Federated Neural Architecture SearchCode0
Generalized Least Squares Kernelized Tensor FactorizationCode0
Generating Training Data for Denoising Real RGB Images via Camera Pipeline SimulationCode0
FusionLungNet: Multi-scale Fusion Convolution with Refinement Network for Lung CT Image SegmentationCode0
Fully Convolutional Measurement Network for Compressive Sensing Image ReconstructionCode0
Frequency-Supervised MR-to-CT Image SynthesisCode0
From voxels to pixels and back: Self-supervision in natural-image reconstruction from fMRICode0
FlatCam: Thin, Bare-Sensor Cameras using Coded Aperture and ComputationCode0
Fixed-Point and Objective Convergence of Plug-and-Play AlgorithmsCode0
Fluid registration between lung CT and stationary chest tomosynthesis imagesCode0
Learning of Patch-Based Smooth-Plus-Sparse Models for Image ReconstructionCode0
Deep Regularized Compound Gaussian Network for Solving Linear Inverse ProblemsCode0
DualDis: Dual-Branch Disentangling with Adversarial LearningCode0
Deep Quantized Representation for Enhanced ReconstructionCode0
Avatar-Net: Multi-scale Zero-shot Style Transfer by Feature DecorationCode0
DeepPS2: Revisiting Photometric Stereo Using Two Differently Illuminated ImagesCode0
Learning to Super Resolve Intensity Images from EventsCode0
Alternating Minimization Algorithm with Automatic Relevance Determination for Transmission Tomography under Poisson NoiseCode0
FHDR: HDR Image Reconstruction from a Single LDR Image using Feedback NetworkCode0
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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