SOTAVerified

Image Reconstruction

Papers

Showing 426450 of 2143 papers

TitleStatusHype
SOPHY: Learning to Generate Simulation-Ready Objects with Physical Materials0
A Diffusion-Based Framework for Terrain-Aware Remote Sensing Image Reconstruction0
Recognition of Geometrical Shapes by Dictionary Learning0
snnTrans-DHZ: A Lightweight Spiking Neural Network Architecture for Underwater Image Dehazing0
Probability Distribution Alignment and Low-Rank Weight Decomposition for Source-Free Domain Adaptive Brain Decoding0
Slicing the Gaussian Mixture Wasserstein DistanceCode0
High Dynamic Range Modulo Imaging for Robust Object Detection in Autonomous Driving0
Artificial Intelligence Augmented Medical Imaging Reconstruction in Radiation Therapy0
Conformalized Generative Bayesian Imaging: An Uncertainty Quantification Framework for Computational Imaging0
End2end-ALARA: Approaching the ALARA Law in CT Imaging with End-to-end Learning0
Latent Multimodal Reconstruction for Misinformation DetectionCode0
Subjective Visual Quality Assessment for High-Fidelity Learning-Based Image CompressionCode0
Autoregressive High-Order Finite Difference Modulo Imaging: High-Dynamic Range for Computer Vision Applications0
Physics-informed 4D X-ray image reconstruction from ultra-sparse spatiotemporal data0
Diffusion Active Learning: Towards Data-Driven Experimental Design in Computed Tomography0
SemiISP/SemiIE: Semi-Supervised Image Signal Processor and Image Enhancement Leveraging One-to-Many Mapping sRGB-to-RAW0
Semi-Supervised Biomedical Image Segmentation via Diffusion Models and Teacher-Student Co-TrainingCode0
FUSION: Frequency-guided Underwater Spatial Image recOnstructioN0
A Channel-Triggered Backdoor Attack on Wireless Semantic Image Reconstruction0
Learned Image Compression and Restoration for Digital PathologyCode0
AH-GS: Augmented 3D Gaussian Splatting for High-Frequency Detail Representation0
Evaluation of Machine-generated Biomedical Images via A Tally-based Similarity Measure0
Generalized Ray Tracing with Basis functions for Tomographic Projections0
Implicit neural representations for end-to-end PET reconstruction0
Noisier2Inverse: Self-Supervised Learning for Image Reconstruction with Correlated NoiseCode0
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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