SOTAVerified

Noise Estimation

Papers

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Showing 51–75 of 114 papers

TitleStatusHype
Explicit Diffusion of Gaussian Mixture Model Based Image Priors—0
Q-Diffusion: Quantizing Diffusion ModelsCode2
Post-training Quantization on Diffusion ModelsCode1
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
LeNo: Adversarial Robust Salient Object Detection Networks with Learnable NoiseCode1
Target Aware Poisson-Gaussian Noise Parameters Estimation from Noisy Images—0
BirdSoundsDenoising: Deep Visual Audio Denoising for Bird SoundsCode1
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
Learning to Generate Realistic Noisy Images via Pixel-level Noise-aware Adversarial TrainingCode1
Estimating Fine-Grained Noise Model via Contrastive Learning—0
Experiencing the communication advantage of the Indefinite Causal OrdersCode0
Adaptive Unfolding Total Variation Network for Low-Light Image EnhancementCode1
Kalman Filter Is All You Need: Optimization Works When Noise Estimation Fails—0
WINNet: Wavelet-inspired Invertible Network for Image DenoisingCode1
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
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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