SOTAVerified

Image Reconstruction

Papers

Showing 926950 of 2143 papers

TitleStatusHype
Towards improved lossy image compression: Human image reconstruction with public-domain images0
Dual-domain Cascade of U-nets for Multi-channel Magnetic Resonance Image Reconstruction0
Dual-Cycle: Self-Supervised Dual-View Fluorescence Microscopy Image Reconstruction using CycleGAN0
Breast Cancer: Model Reconstruction and Image Registration from Segmented Deformed Image using Visual and Force based Analysis0
Hybrid Learning: A Novel Combination of Self-Supervised and Supervised Learning for MRI Reconstruction without High-Quality Training Reference0
Dual Contradistinctive Generative Autoencoder0
Dual Codebook VQ: Enhanced Image Reconstruction with Reduced Codebook Size0
Hyperbolic Chamfer Distance for Point Cloud Completion and Beyond0
DEALing with Image Reconstruction: Deep Attentive Least Squares0
Signal Reconstruction from Samples at Unknown Locations with Application to 2D Unknown View Tomography0
Brain-Streams: fMRI-to-Image Reconstruction with Multi-modal Guidance0
DRMNet: Difference Image Reconstruction Enhanced Multiresolution Network for Optical Change Detection0
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
Adaptive Information Bottleneck Guided Joint Source and Channel Coding for Image Transmission0
DreamCatcher: Revealing the Language of the Brain with fMRI using GPT Embedding0
Brain Hematoma Marker Recognition Using Multitask Learning: SwinTransformer and Swin-Unet0
HYPPO: A Surrogate-Based Multi-Level Parallelism Tool for Hyperparameter Optimization0
Analysis of Diffractive Neural Networks for Seeing Through Random Diffusers0
I Can See Clearly Now : Image Restoration via De-Raining0
Image reconstruction from few views by L0-norm optimization0
Image Reconstruction: From Sparsity to Data-adaptive Methods and Machine Learning0
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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