SOTAVerified

Noise Estimation

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–75 of 114 papers

TitleStatusHype
Deep learning-based blind image super-resolution with iterative kernel reconstruction and noise estimationCode0
Mitigate Target-level Insensitivity of Infrared Small Target Detection via Posterior Distribution ModelingCode0
Connect the dots: Dataset Condensation, Differential Privacy, and Adversarial Uncertainty—0
Diffusion-based Light Field Synthesis—0
Pilot Distributions for Phase Noise Estimation in Electro-Optic Frequency Comb Systems—0
Monocular 3D Hand Mesh Recovery via Dual Noise EstimationCode0
BDHT: Generative AI Enables Causality Analysis for Mild Cognitive Impairment—0
Markov Decision Processes with Noisy State Observation—0
Product of Gaussian Mixture Diffusion ModelsCode0
HD-Fusion: Detailed Text-to-3D Generation Leveraging Multiple Noise Estimation—0
Cross-Validation Is All You Need: A Statistical Approach To Label Noise EstimationCode0
Realistic Noise Synthesis with Diffusion ModelsCode0
Advancing Unsupervised Low-light Image Enhancement: Noise Estimation, Illumination Interpolation, and Self-RegulationCode0
Customized Load Profiles Synthesis for Electricity Customers Based on Conditional Diffusion Models—0
DCANet: Dual Convolutional Neural Network with Attention for Image Blind DenoisingCode0
Image Blind Denoising Using Dual Convolutional Neural Network with Skip ConnectionCode0
Explicit Diffusion of Gaussian Mixture Model Based Image Priors—0
CFNet: Conditional Filter Learning with Dynamic Noise Estimation for Real Image Denoising—0
OLIA: an open-source digital lock-in amplifier—0
CurvPnP: Plug-and-play Blind Image Restoration with Deep Curvature DenoiserCode0
Target Aware Poisson-Gaussian Noise Parameters Estimation from Noisy Images—0
Deep Variation Prior: Joint Image Denoising and Noise Variance Estimation without Clean Data—0
Considering Image Information and Self-similarity: A Compositional Denoising NetworkCode0
Image and Texture Independent Deep Learning Noise Estimation using Multiple Frames—0
Is one annotation enough? A data-centric image classification benchmark for noisy and ambiguous label estimationCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CBDNetPSNR Gap8.3—Unverified
2ULRDPSNR Gap4.9—Unverified
3GRDNPSNR Gap2.28—Unverified
4DANetPSNR Gap2.06—Unverified
5PNGANPSNR Gap0.84—Unverified