SOTAVerified

Noise Estimation

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–50 of 114 papers

TitleStatusHype
Invertible Diffusion Models for Compressed SensingCode2
Residual Denoising Diffusion ModelsCode2
Q-Diffusion: Quantizing Diffusion ModelsCode2
NM-FlowGAN: Modeling sRGB Noise without Paired Images using a Hybrid Approach of Normalizing Flows and GANCode1
Dual convolutional neural network with attention for image blind denoisingCode1
DNN-based mask estimation for distributed speech enhancement in spatially unconstrained microphone arraysCode1
How to Continually Adapt Text-to-Image Diffusion Models for Flexible Customization?Code1
The Fragility of Noise Estimation in Kalman Filter: Optimization Can Handle Model-MisspecificationCode1
Image Denoising Using Green Channel PriorCode1
FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heterogeneous Annotation NoiseCode1
Adaptive Unfolding Total Variation Network for Low-Light Image EnhancementCode1
Towards General Low-Light Raw Noise Synthesis and ModelingCode1
Learning to Generate Realistic Noisy Images via Pixel-level Noise-aware Adversarial TrainingCode1
Learning Camera-Aware Noise ModelsCode1
PriSTI: A Conditional Diffusion Framework for Spatiotemporal ImputationCode1
Post-training Quantization on Diffusion ModelsCode1
Toward Convolutional Blind Denoising of Real PhotographsCode1
Unprocessing Images for Learned Raw DenoisingCode1
EDA-DM: Enhanced Distribution Alignment for Post-Training Quantization of Diffusion ModelsCode1
D^2-DPM: Dual Denoising for Quantized Diffusion Probabilistic ModelsCode1
LeNo: Adversarial Robust Salient Object Detection Networks with Learnable NoiseCode1
GRDN:Grouped Residual Dense Network for Real Image Denoising and GAN-based Real-world Noise ModelingCode1
WINNet: Wavelet-inspired Invertible Network for Image DenoisingCode1
Joint self-supervised blind denoising and noise estimationCode1
BirdSoundsDenoising: Deep Visual Audio Denoising for Bird SoundsCode1
RSHazeDiff: A Unified Fourier-aware Diffusion Model for Remote Sensing Image DehazingCode1
Variational Denoising Network: Toward Blind Noise Modeling and RemovalCode1
Dual Adversarial Network: Toward Real-world Noise Removal and Noise GenerationCode1
BiDM: Pushing the Limit of Quantization for Diffusion ModelsCode1
Learning A Coarse-to-Fine Diffusion Transformer for Image RestorationCode1
3D Priors-Guided Diffusion for Blind Face RestorationCode1
Blind Mask to Improve Intelligibility of Non-Stationary Noisy Speech—0
Deep Variation Prior: Joint Image Denoising and Noise Variance Estimation without Clean Data—0
Blind Analysis of CT Image Noise Using Residual Denoised Images—0
An Efficient Statistical Method for Image Noise Level Estimation—0
Data-driven determination of the spin Hamiltonian parameters and their uncertainties: The case of the zigzag-chain compound KCu_4P_3O_12—0
A fast sound power prediction tool for genset noise using machine learning—0
Hyperspectral Image Denoising Based On Multi-Stream Denoising Network—0
HD-Fusion: Detailed Text-to-3D Generation Leveraging Multiple Noise Estimation—0
Customized Load Profiles Synthesis for Electricity Customers Based on Conditional Diffusion Models—0
Binaural LCMV Beamforming with Partial Noise Estimation—0
YOND: Practical Blind Raw Image Denoising Free from Camera-Specific Data Dependency—0
Improving the Noise Estimation of Latent Neural Stochastic Differential Equations—0
Explicit Diffusion of Gaussian Mixture Model Based Image Priors—0
Image Denoising Using Low Rank Minimization With Modified Noise Estimation—0
Convergence of the denoising diffusion probabilistic models for general noise schedules—0
Estimating Fine-Grained Noise Model via Contrastive Learning—0
AxisPose: Model-Free Matching-Free Single-Shot 6D Object Pose Estimation via Axis Generation—0
Enhancement of Noisy Speech with Low Speech Distortion Based on Probabilistic Geometric Spectral Subtraction—0
Edge-Aided Sensor Data Sharing in Vehicular Communication Networks—0
Show:102550
← PrevPage 1 of 3Next →

Benchmark Results

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