SOTAVerified

Image Reconstruction

Papers

Showing 20512100 of 2143 papers

TitleStatusHype
High-Fidelity Diffusion-based Image Editing0
High-fidelity Endoscopic Image Synthesis by Utilizing Depth-guided Neural Surfaces0
Highly Accelerated Multishot EPI through Synergistic Machine Learning and Joint Reconstruction0
Highly Constrained Coded Aperture Imaging Systems Design Via a Knowledge Distillation Approach0
High-Precision Automated Reconstruction of Neurons with Flood-filling Networks0
High-quality Low-dose CT Reconstruction Using Convolutional Neural Networks with Spatial and Channel Squeeze and Excitation0
High-Quality Pluralistic Image Completion via Code Shared VQGAN0
High-Speed Image Reconstruction Through Short-Term Plasticity for Spiking Cameras0
High-speed real-time single-pixel microscopy based on Fourier sampling0
HIP: Hierarchical Point Modeling and Pre-training for Visual Information Extraction0
HistoHDR-Net: Histogram Equalization for Single LDR to HDR Image Translation0
Holistic random encoding for imaging through multimode fibers0
Holographic image reconstruction with phase recovery and autofocusing using recurrent neural networks0
How do Minimum-Norm Shallow Denoisers Look in Function Space?0
HPL-ESS: Hybrid Pseudo-Labeling for Unsupervised Event-based Semantic Segmentation0
HUE Dataset: High-Resolution Event and Frame Sequences for Low-Light Vision0
Human from Blur: Human Pose Tracking from Blurry Images0
Towards improved lossy image compression: Human image reconstruction with public-domain images0
Hybrid adiabatic quantum computing for tomographic image reconstruction -- opportunities and limitations0
HybridFlow: Infusing Continuity into Masked Codebook for Extreme Low-Bitrate Image Compression0
Hybrid Learning: A Novel Combination of Self-Supervised and Supervised Learning for MRI Reconstruction without High-Quality Training Reference0
Hybrid learning of Non-Cartesian k-space trajectory and MR image reconstruction networks0
Hybrid Loss for Learning Single-Image-based HDR Reconstruction0
Hyperbolic Chamfer Distance for Point Cloud Completion and Beyond0
Hyperparameter Analysis for Derivative Compressive Sampling0
Hyperspectral image reconstruction by deep learning with super-Rayleigh speckles0
Hyperspectral image reconstruction for spectral camera based on ghost imaging via sparsity constraints using V-DUnet0
Hyperspectral Image Reconstruction for Predicting Chick Embryo Mortality Towards Advancing Egg and Hatchery Industry0
Hyperspectral Image Reconstruction from Multispectral Images Using Non-Local Filtering0
Hyperspectral Image Reconstruction Using a Deep Spatial-Spectral Prior0
Hyperspectral Image Reconstruction Using Deep External and Internal Learning0
HyperspectralMAE: The Hyperspectral Imagery Classification Model using Fourier-Encoded Dual-Branch Masked Autoencoder0
HYPPO: A Surrogate-Based Multi-Level Parallelism Tool for Hyperparameter Optimization0
I Can See Clearly Now : Image Restoration via De-Raining0
IdentityDP: Differential Private Identification Protection for Face Images0
Identity-Preserving Realistic Talking Face Generation0
Discovering Structure From Corruption for Unsupervised Image Reconstruction0
Image Analysis Based on Nonnegative/Binary Matrix Factorization0
Image-Based Benchmarking and Visualization for Large-Scale Global Optimization0
Image computing for fibre-bundle endomicroscopy: A review0
Image contrast enhancement based on the Schrödinger operator spectrum0
Image Embedded Segmentation: Uniting Supervised and Unsupervised Objectives for Segmenting Histopathological Images0
Image Generation with Supervised Selection Based on Multimodal Features for Semantic Communications0
Image Generative Semantic Communication with Multi-Modal Similarity Estimation for Resource-Limited Networks0
Image as First-Order Norm+Linear Autoregression: Unveiling Mathematical Invariance0
Image reconstruction algorithms in radio interferometry: from handcrafted to learned regularization denoisers0
Image Reconstruction as a Tool for Feature Analysis0
Image Reconstruction by Splitting Expectation Propagation Techniques from Iterative Inversion0
Image Reconstruction for Accelerated MR Scan with Faster Fourier Convolutional Neural Networks0
Image Reconstruction for MRI using Deep CNN Priors Trained without Groundtruth0
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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