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SSIM

Papers

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Showing 51–100 of 1336 papers

TitleStatusHype
Missing Data Estimation for MR Spectroscopic Imaging via Mask-Free Deep Learning Methods—0
Hybrid Learning: A Novel Combination of Self-Supervised and Supervised Learning for MRI Reconstruction without High-Quality Training Reference—0
Deep Unrolled Meta-Learning for Multi-Coil and Multi-Modality MRI with Adaptive Optimization—0
UltraGauss: Ultrafast Gaussian Reconstruction of 3D Ultrasound Volumes—0
Integrated Image Reconstruction and Target Recognition based on Deep Learning Technique—0
MAISY: Motion-Aware Image SYnthesis for Medical Image Motion Correction—0
EOPose : Exemplar-based object reposing using Generalized Pose Correspondences—0
MRI motion correction via efficient residual-guided denoising diffusion probabilistic models—0
Revolutionizing Brain Tumor Imaging: Generating Synthetic 3D FA Maps from T1-Weighted MRI using CycleGAN Models—0
Lesion-Aware Generative Artificial Intelligence for Virtual Contrast-Enhanced Mammography in Breast Cancer—0
GuideSR: Rethinking Guidance for One-Step High-Fidelity Diffusion-Based Super-Resolution—0
Gradient Attention Map Based Verification of Deep Convolutional Neural Networks with Application to X-ray Image Datasets—0
UNet with Axial Transformer : A Neural Weather Model for Precipitation NowcastingCode1
Adaptive Weight Modified Riesz Mean Filter For High-Density Salt and Pepper Noise RemovalCode0
DPMambaIR:All-in-One Image Restoration via Degradation-Aware Prompt State Space Model—0
STCL:Curriculum learning Strategies for deep learning image steganography modelsCode0
ECGDeDRDNet: A deep learning-based method for Electrocardiogram noise removal using a double recurrent dense network—0
ManipDreamer: Boosting Robotic Manipulation World Model with Action Tree and Visual Guidance—0
CLPSTNet: A Progressive Multi-Scale Convolutional Steganography Model Integrating Curriculum LearningCode0
IXGS-Intraoperative 3D Reconstruction from Sparse, Arbitrarily Posed Real X-rays—0
Learning Enhanced Structural Representations with Block-Based Uncertainties for Ocean Floor MappingCode0
Green Robotic Mixed Reality with Gaussian Splatting—0
OBIFormer: A Fast Attentive Denoising Framework for Oracle Bone InscriptionsCode0
How Learnable Grids Recover Fine Detail in Low Dimensions: A Neural Tangent Kernel Analysis of Multigrid Parametric Encodings—0
Distillation-Supervised Convolutional Low-Rank Adaptation for Efficient Image Super-ResolutionCode2
snnTrans-DHZ: A Lightweight Spiking Neural Network Architecture for Underwater Image Dehazing—0
Imaging Transformer for MRI Denoising: a Scalable Model Architecture that enables SNR << 1 Imaging—0
UniFlowRestore: A General Video Restoration Framework via Flow Matching and Prompt Guidance—0
seg2med: a bridge from artificial anatomy to multimodal medical images—0
Muon-Accelerated Attention Distillation for Real-Time Edge Synthesis via Optimized Latent Diffusion—0
Latent Diffusion Autoencoders: Toward Efficient and Meaningful Unsupervised Representation Learning in Medical ImagingCode1
X-DECODE: EXtreme Deblurring with Curriculum Optimization and Domain EqualizationCode0
Image registration of 2D optical thin sections in a 3D porous medium: Application to a Berea sandstone digital rock imageCode0
AVP-AP: Self-supervised Automatic View Positioning in 3D cardiac CT via Atlas Prompting—0
Micro-splatting: Maximizing Isotropic Constraints for Refined Optimization in 3D Gaussian Splatting—0
TactileNet: Bridging the Accessibility Gap with AI-Generated Tactile Graphics for Individuals with Vision Impairment—0
L3GS: Layered 3D Gaussian Splats for Efficient 3D Scene DeliveryCode0
Mapping at First Sense: A Lightweight Neural Network-Based Indoor Structures Prediction Method for Robot Autonomous Exploration—0
BUFF: Bayesian Uncertainty Guided Diffusion Probabilistic Model for Single Image Super-Resolution—0
BioAtt: Anatomical Prior Driven Low-Dose CT Denoising—0
Two-stage deep learning framework for the restoration of incomplete-ring PET images—0
FUSION: Frequency-guided Underwater Spatial Image recOnstructioN—0
Enhancing Image Resolution of Solar Magnetograms: A Latent Diffusion Model ApproachCode0
Map Feature Perception Metric for Map Generation Quality Assessment and Loss Optimization—0
EndoLRMGS: Complete Endoscopic Scene Reconstruction combining Large Reconstruction Modelling and Gaussian SplattingCode0
Underwater Image Enhancement by Convolutional Spiking Neural NetworksCode0
MATT-GS: Masked Attention-based 3DGS for Robot Perception and Object Detection—0
SNRAware: Improved Deep Learning MRI Denoising with SNR Unit Training and G-factor Map Augmentation—0
FundusGAN: A Hierarchical Feature-Aware Generative Framework for High-Fidelity Fundus Image Generation—0
A-IDE : Agent-Integrated Denoising Experts—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1RectiNetSSIM0.55—Unverified
2RectiNet-v2SSIM0.51—Unverified
3DewarpNetSSIM0.49—Unverified
4DocUNetSSIM0.41—Unverified