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Noise Estimation

Papers

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Showing 51–100 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
Noise Estimation in Gaussian Process RegressionCode0
Edge-Aided Sensor Data Sharing in Vehicular Communication Networks—0
Noise-Tolerant Learning for Audio-Visual Action Recognition—0
Estimating Fine-Grained Noise Model via Contrastive Learning—0
Experiencing the communication advantage of the Indefinite Causal OrdersCode0
Kalman Filter Is All You Need: Optimization Works When Noise Estimation Fails—0
Noise-based cyberattacks generating fake P300 waves in brain–computer interfacesCode0
Distilling effective supervision for robust medical image segmentation with noisy labels—0
Perturbation-based Frequency Domain Linear and Nonlinear Noise Estimation—0
Hyperspectral Image Denoising Based On Multi-Stream Denoising Network—0
Noise Estimation for Generative Diffusion Models—0
Self-Supervised Image Prior Learning With GMM From a Single Noisy ImageCode0
Identifying Training Stop Point with Noisy Labeled Data—0
Modified QPSK Partition Algorithm Based on MAP Estimation for Probabilistically-Shaped 16-QAM—0
Blind Mask to Improve Intelligibility of Non-Stationary Noisy Speech—0
Data-driven determination of the spin Hamiltonian parameters and their uncertainties: The case of the zigzag-chain compound KCu_4P_3O_12—0
Noise Estimation Using Density Estimation for Self-Supervised Multimodal LearningCode0
Multiframe-based Adaptive Despeckling Algorithm for Ultrasound B-mode Imaging with Superior Edge and Texture—0
Long-distance Detection of Bioacoustic Events with Per-channel Energy Normalization—0
Feature-Dependent Confusion Matrices for Low-Resource NER Labeling with Noisy LabelsCode0
Adaptive and Dynamically Constrained Process Noise Estimation for Orbit Determination—0
Simple Thermal Noise Estimation of Switched Capacitor Circuits Based on OTAs -- Part II: SC Filters—0
Simple Thermal Noise Estimation of Switched Capacitor Circuits Based on OTAs -- Part I: Amplifiers with Capacitive Feedback—0
Pyramid Real Image Denoising NetworkCode0
Binaural LCMV Beamforming with Partial Noise Estimation—0
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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