SOTAVerified

Noise Estimation

Papers

Showing 76100 of 114 papers

TitleStatusHype
Hyperspectral Image Denoising Based On Multi-Stream Denoising Network0
The Fragility of Noise Estimation in Kalman Filter: Optimization Can Handle Model-MisspecificationCode1
Noise Estimation for Generative Diffusion Models0
Joint self-supervised blind denoising and noise estimationCode1
Self-Supervised Image Prior Learning With GMM From a Single Noisy ImageCode0
Identifying Training Stop Point with Noisy Labeled Data0
DNN-based mask estimation for distributed speech enhancement in spatially unconstrained microphone arraysCode1
Modified QPSK Partition Algorithm Based on MAP Estimation for Probabilistically-Shaped 16-QAM0
Learning Camera-Aware Noise ModelsCode1
Blind Mask to Improve Intelligibility of Non-Stationary Noisy Speech0
Dual Adversarial Network: Toward Real-world Noise Removal and Noise GenerationCode1
Data-driven determination of the spin Hamiltonian parameters and their uncertainties: The case of the zigzag-chain compound KCu_4P_3O_120
Noise Estimation Using Density Estimation for Self-Supervised Multimodal LearningCode0
Multiframe-based Adaptive Despeckling Algorithm for Ultrasound B-mode Imaging with Superior Edge and Texture0
Long-distance Detection of Bioacoustic Events with Per-channel Energy Normalization0
Feature-Dependent Confusion Matrices for Low-Resource NER Labeling with Noisy LabelsCode0
Adaptive and Dynamically Constrained Process Noise Estimation for Orbit Determination0
Variational Denoising Network: Toward Blind Noise Modeling and RemovalCode1
Simple Thermal Noise Estimation of Switched Capacitor Circuits Based on OTAs -- Part II: SC Filters0
Simple Thermal Noise Estimation of Switched Capacitor Circuits Based on OTAs -- Part I: Amplifiers with Capacitive Feedback0
Pyramid Real Image Denoising NetworkCode0
GRDN:Grouped Residual Dense Network for Real Image Denoising and GAN-based Real-world Noise ModelingCode1
Binaural LCMV Beamforming with Partial Noise Estimation0
Noise-Level Estimation from Single Color Image Using Correlations Between Textures in RGB Channels0
Unprocessing Images for Learned Raw DenoisingCode1
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Benchmark Results

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