SOTAVerified

Image Reconstruction

Papers

Showing 651700 of 2143 papers

TitleStatusHype
Deep Regularized Compound Gaussian Network for Solving Linear Inverse ProblemsCode0
Mask Detection and Classification in Thermal Face ImagesCode0
Deep Quantized Representation for Enhanced ReconstructionCode0
Avatar-Net: Multi-scale Zero-shot Style Transfer by Feature DecorationCode0
Generating Training Data for Denoising Real RGB Images via Camera Pipeline SimulationCode0
DeepPS2: Revisiting Photometric Stereo Using Two Differently Illuminated ImagesCode0
Generalizable Learning Reconstruction for Accelerating MR Imaging via Federated Neural Architecture SearchCode0
Alternating Minimization Algorithm with Automatic Relevance Determination for Transmission Tomography under Poisson NoiseCode0
Generalized Image Reconstruction over T-AlgebraCode0
gvnn: Neural Network Library for Geometric Computer VisionCode0
Frequency-Supervised MR-to-CT Image SynthesisCode0
DeepPatent2: A Large-Scale Benchmarking Corpus for Technical Drawing UnderstandingCode0
Deep Parallel MRI Reconstruction Network Without Coil SensitivitiesCode0
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
FHDR: HDR Image Reconstruction from a Single LDR Image using Feedback NetworkCode0
Fully Convolutional Measurement Network for Compressive Sensing Image ReconstructionCode0
Fast Omni-Directional Image Super-Resolution: Adapting the Implicit Image Function with Pixel and Semantic-Wise Spherical Geometric PriorsCode0
Fast reconstruction of atomic-scale STEM-EELS images from sparse samplingCode0
Fast Single Image Dehazing via Multilevel Wavelet Transform based OptimizationCode0
Fast CapsNet for Lung Cancer ScreeningCode0
Fast Ensemble Learning Using Adversarially-Generated Restricted Boltzmann MachinesCode0
1D Probabilistic Undersampling Pattern Optimization for MR Image ReconstructionCode0
Fast Bayesian Uncertainty Estimation and Reduction of Batch Normalized Single Image Super-Resolution NetworkCode0
Electron Energy Regression in the CMS High-Granularity Calorimeter PrototypeCode0
Feature Alignment as a Generative ProcessCode0
Regularization by Neural Style Transfer for MRI Field-Transfer Reconstruction with Limited DataCode0
FusionLungNet: Multi-scale Fusion Convolution with Refinement Network for Lung CT Image SegmentationCode0
f-AnoGAN: Fast Unsupervised Anomaly Detection with Generative Adversarial NetworksCode0
Fast Enhanced CT Metal Artifact Reduction using Data Domain Deep LearningCode0
Facial Image Reconstruction and its Influence to Face RecognitionCode0
Fast and Accurate Image Super Resolution by Deep CNN with Skip Connection and Network in NetworkCode0
Exposure-Aware Dynamic Weighted Learning for Single-Shot HDR ImagingCode0
A Cone-Beam X-Ray CT Data Collection designed for Machine LearningCode0
AugUndo: Scaling Up Augmentations for Monocular Depth Completion and EstimationCode0
Exploring the Role of the Bottleneck in Slot-Based Models Through Covariance RegularizationCode0
Fast and Accurate Image Super-Resolution with Deep Laplacian Pyramid NetworksCode0
Σ-net: Systematic Evaluation of Iterative Deep Neural Networks for Fast Parallel MR Image ReconstructionCode0
EventGAN: Leveraging Large Scale Image Datasets for Event CamerasCode0
Exploring End-to-end Differentiable Neural Charged Particle Tracking -- A Loss Landscape PerspectiveCode0
Estimating Absolute-Phase Maps Using ESPIRiT and Virtual Conjugate CoilsCode0
A Two-stage Deep Network for High Dynamic Range Image ReconstructionCode0
Noisier2Inverse: Self-Supervised Learning for Image Reconstruction with Correlated NoiseCode0
Latent-space disentanglement with untrained generator networks for the isolation of different motion types in video dataCode0
Evaluation of pseudo-healthy image reconstruction for anomaly detection with deep generative models: Application to brain FDG PETCode0
Equilibrium Model with Anisotropy for Model-Based Reconstruction in Magnetic Particle ImagingCode0
Equivariant Bootstrapping for Uncertainty Quantification in Imaging Inverse ProblemsCode0
Exploring Linear Attention Alternative for Single Image Super-ResolutionCode0
Show:102550
← PrevPage 14 of 43Next →

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