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Noise Estimation

Papers

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Showing 51–100 of 114 papers

TitleStatusHype
Mitigate Target-level Insensitivity of Infrared Small Target Detection via Posterior Distribution ModelingCode0
Advancing Unsupervised Low-light Image Enhancement: Noise Estimation, Illumination Interpolation, and Self-RegulationCode0
Noise-based cyberattacks generating fake P300 waves in brain–computer interfacesCode0
Noise Estimation in Gaussian Process RegressionCode0
Noise Estimation Using Density Estimation for Self-Supervised Multimodal LearningCode0
Product of Gaussian Mixture Diffusion ModelsCode0
Pyramid Real Image Denoising NetworkCode0
Realistic Noise Synthesis with Diffusion ModelsCode0
RENOIR - A Dataset for Real Low-Light Image Noise ReductionCode0
Self-Supervised Image Prior Learning With GMM From a Single Noisy ImageCode0
Simultaneous Motion And Noise Estimation with Event CamerasCode0
Deep Variation Prior: Joint Image Denoising and Noise Variance Estimation without Clean Data—0
Data-driven determination of the spin Hamiltonian parameters and their uncertainties: The case of the zigzag-chain compound KCu_4P_3O_12—0
Customized Load Profiles Synthesis for Electricity Customers Based on Conditional Diffusion Models—0
Adaptive and Dynamically Constrained Process Noise Estimation for Orbit Determination—0
Convergence of the denoising diffusion probabilistic models for general noise schedules—0
Long-distance Detection of Bioacoustic Events with Per-channel Energy Normalization—0
Single Channel Speech Enhancement Using Outlier Detection—0
Markov Decision Processes with Noisy State Observation—0
Speech Enhancement in Adverse Environments Based on Non-stationary Noise-driven Spectral Subtraction and SNR-dependent Phase Compensation—0
Modified QPSK Partition Algorithm Based on MAP Estimation for Probabilistically-Shaped 16-QAM—0
YOND: Practical Blind Raw Image Denoising Free from Camera-Specific Data Dependency—0
Multiframe-based Adaptive Despeckling Algorithm for Ultrasound B-mode Imaging with Superior Edge and Texture—0
Target Aware Poisson-Gaussian Noise Parameters Estimation from Noisy Images—0
Connect the dots: Dataset Condensation, Differential Privacy, and Adversarial Uncertainty—0
Taylor-Sensus Network: Embracing Noise to Enlighten Uncertainty for Scientific Data—0
Noise Estimation for Generative Diffusion Models—0
Timestep-Aware Correction for Quantized Diffusion Models—0
Binaural LCMV Beamforming with Partial Noise Estimation—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
CFNet: Conditional Filter Learning with Dynamic Noise Estimation for Real Image Denoising—0
BDHT: Generative AI Enables Causality Analysis for Mild Cognitive Impairment—0
AxisPose: Model-Free Matching-Free Single-Shot 6D Object Pose Estimation via Axis Generation—0
Understanding Flatness in Generative Models: Its Role and Benefits—0
Block Phase Tracking Reference Signal (PTRS) Allocation for DFT-s-OFDM—0
Quantizing Diffusion Models from a Sampling-Aware Perspective—0
An Iterative BP-CNN Architecture for Channel Decoding—0
An Efficient Statistical Method for Image Noise Level Estimation—0
Blind Mask to Improve Intelligibility of Non-Stationary Noisy Speech—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
Blind Analysis of CT Image Noise Using Residual Denoised Images—0
Scalable, Tokenization-Free Diffusion Model Architectures with Efficient Initial Convolution and Fixed-Size Reusable Structures for On-Device Image Generation—0
Explicit Diffusion of Gaussian Mixture Model Based Image Priors—0
Estimating Fine-Grained Noise Model via Contrastive Learning—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