SOTAVerified

Noise Estimation

Papers

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Showing 91–100 of 114 papers

TitleStatusHype
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