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Noise Estimation

Papers

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Showing 51–100 of 114 papers

TitleStatusHype
Edge-Aided Sensor Data Sharing in Vehicular Communication Networks—0
Enhancement of Noisy Speech with Low Speech Distortion Based on Probabilistic Geometric Spectral Subtraction—0
Estimating Fine-Grained Noise Model via Contrastive Learning—0
YOND: Practical Blind Raw Image Denoising Free from Camera-Specific Data Dependency—0
HD-Fusion: Detailed Text-to-3D Generation Leveraging Multiple Noise Estimation—0
Hyperspectral Image Denoising Based On Multi-Stream Denoising Network—0
Identifying Training Stop Point with Noisy Labeled Data—0
Image and Texture Independent Deep Learning Noise Estimation using Multiple Frames—0
Image Denoising Using Low Rank Minimization With Modified Noise Estimation—0
Improving the Noise Estimation of Latent Neural Stochastic Differential Equations—0
Kalman Filter Is All You Need: Optimization Works When Noise Estimation Fails—0
Long-distance Detection of Bioacoustic Events with Per-channel Energy Normalization—0
Markov Decision Processes with Noisy State Observation—0
Modified QPSK Partition Algorithm Based on MAP Estimation for Probabilistically-Shaped 16-QAM—0
Multiframe-based Adaptive Despeckling Algorithm for Ultrasound B-mode Imaging with Superior Edge and Texture—0
Noise Estimation for Generative Diffusion Models—0
Noise-Level Estimation from Single Color Image Using Correlations Between Textures in RGB Channels—0
Noise-Tolerant Learning for Audio-Visual Action Recognition—0
OLIA: an open-source digital lock-in amplifier—0
Perturbation-based Frequency Domain Linear and Nonlinear Noise Estimation—0
Pilot Distributions for Phase Noise Estimation in Electro-Optic Frequency Comb Systems—0
Polynomial Chaos Expanded Gaussian Process—0
Quantizing Diffusion Models from a Sampling-Aware Perspective—0
Revealing higher-order neural representations of uncertainty with the Noise Estimation through Reinforcement-based Diffusion (NERD) model—0
Reweighted Laplace Prior Based Hyperspectral Compressive Sensing for Unknown Sparsity—0
Scalable, Tokenization-Free Diffusion Model Architectures with Efficient Initial Convolution and Fixed-Size Reusable Structures for On-Device Image Generation—0
Simple Thermal Noise Estimation of Switched Capacitor Circuits Based on OTAs -- Part I: Amplifiers with Capacitive Feedback—0
Simple Thermal Noise Estimation of Switched Capacitor Circuits Based on OTAs -- Part II: SC Filters—0
Single Channel Speech Enhancement Using Outlier Detection—0
Speech Enhancement in Adverse Environments Based on Non-stationary Noise-driven Spectral Subtraction and SNR-dependent Phase Compensation—0
Target Aware Poisson-Gaussian Noise Parameters Estimation from Noisy Images—0
Taylor-Sensus Network: Embracing Noise to Enlighten Uncertainty for Scientific Data—0
Timestep-Aware Correction for Quantized Diffusion Models—0
Understanding Flatness in Generative Models: Its Role and Benefits—0
Simultaneous Motion And Noise Estimation with Event CamerasCode0
Diff-Shadow: Global-guided Diffusion Model for Shadow RemovalCode0
DiffNorm: Self-Supervised Normalization for Non-autoregressive Speech-to-speech TranslationCode0
Product of Gaussian Mixture Diffusion ModelsCode0
Pyramid Real Image Denoising NetworkCode0
DGSolver: Diffusion Generalist Solver with Universal Posterior Sampling for Image RestorationCode0
CurvPnP: Plug-and-play Blind Image Restoration with Deep Curvature DenoiserCode0
Is one annotation enough? A data-centric image classification benchmark for noisy and ambiguous label estimationCode0
One Homography is All You Need: IMM-based Joint Homography and Multiple Object State EstimationCode0
Image Blind Denoising Using Dual Convolutional Neural Network with Skip ConnectionCode0
Learning with Confident Examples: Rank Pruning for Robust Classification with Noisy LabelsCode0
Feature-Dependent Confusion Matrices for Low-Resource NER Labeling with Noisy LabelsCode0
Realistic Noise Synthesis with Diffusion ModelsCode0
Making Deep Neural Networks Robust to Label Noise: a Loss Correction ApproachCode0
RENOIR - A Dataset for Real Low-Light Image Noise ReductionCode0
Mitigate Target-level Insensitivity of Infrared Small Target Detection via Posterior Distribution ModelingCode0
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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