SOTAVerified

Image Reconstruction

Papers

Showing 676700 of 2143 papers

TitleStatusHype
UlRe-NeRF: 3D Ultrasound Imaging through Neural Rendering with Ultrasound Reflection Direction Parameterization0
A Plug-and-Play Method for Rare Human-Object Interactions Detection by Bridging Domain GapCode0
S3PET: Semi-supervised Standard-dose PET Image Reconstruction via Dose-aware Token Swap0
Deep Image Priors for Magnetic Resonance Fingerprinting with pretrained Bloch-consistent denoising autoencoders0
ALMRR: Anomaly Localization Mamba on Industrial Textured Surface with Feature Reconstruction and Refinement0
Tackling the Problem of Distributional Shifts: Correcting Misspecified, High-Dimensional Data-Driven Priors for Inverse Problems0
Addressing Out-of-Distribution Challenges in Image Semantic Communication Systems with Multi-modal Large Language Models0
How to Blend Concepts in Diffusion ModelsCode0
Learned HDR Image Compression for Perceptually Optimal Storage and Display0
Exploring End-to-end Differentiable Neural Charged Particle Tracking -- A Loss Landscape PerspectiveCode0
APS-USCT: Ultrasound Computed Tomography on Sparse Data via AI-Physic Synergy0
Cycle Contrastive Adversarial Learning for Unsupervised image Deraining0
Model Inversion Attacks Through Target-Specific Conditional Diffusion ModelsCode0
Rate-Distortion-Cognition Controllable Versatile Neural Image Compression0
The object detection method aids in image reconstruction evaluation and clinical interpretation of meniscal abnormalities0
Physics-Inspired Generative Models in Medical Imaging: A Review0
Semantic Feature Division Multiple Access for Multi-user Digital Interference Networks0
Inter and Intra Prior Learning-based Hyperspectral Image Reconstruction Using Snapshot SWIR Metasurface0
Iteratively Refined Image Reconstruction with Learned Attentive Regularizers0
Towards Physics-informed Cyclic Adversarial Multi-PSF Lensless Imaging0
Limited-View Photoacoustic Imaging Reconstruction Via High-quality Self-supervised Neural Representation0
Adaptive Step-size Perception Unfolding Network with Non-local Hybrid Attention for Hyperspectral Image Reconstruction0
Attention Incorporated Network for Sharing Low-rank, Image and K-space Information during MR Image Reconstruction to Achieve Single Breath-hold Cardiac Cine ImagingCode0
IMC 2024 Methods & Solutions Review0
Joint Segmentation and Image Reconstruction with Error Prediction in Photoacoustic Imaging using Deep 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