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Noise Estimation

Papers

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Showing 26–50 of 114 papers

TitleStatusHype
Polynomial Chaos Expanded Gaussian Process—0
Deep learning-based blind image super-resolution with iterative kernel reconstruction and noise estimationCode0
Invertible Diffusion Models for Compressed SensingCode2
Mitigate Target-level Insensitivity of Infrared Small Target Detection via Posterior Distribution ModelingCode0
Connect the dots: Dataset Condensation, Differential Privacy, and Adversarial Uncertainty—0
Diffusion-based Light Field Synthesis—0
Pilot Distributions for Phase Noise Estimation in Electro-Optic Frequency Comb Systems—0
EDA-DM: Enhanced Distribution Alignment for Post-Training Quantization of Diffusion ModelsCode1
Monocular 3D Hand Mesh Recovery via Dual Noise EstimationCode0
FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heterogeneous Annotation NoiseCode1
NM-FlowGAN: Modeling sRGB Noise without Paired Images using a Hybrid Approach of Normalizing Flows and GANCode1
BDHT: Generative AI Enables Causality Analysis for Mild Cognitive Impairment—0
Markov Decision Processes with Noisy State Observation—0
Product of Gaussian Mixture Diffusion ModelsCode0
Residual Denoising Diffusion ModelsCode2
Learning A Coarse-to-Fine Diffusion Transformer for Image RestorationCode1
Towards General Low-Light Raw Noise Synthesis and ModelingCode1
HD-Fusion: Detailed Text-to-3D Generation Leveraging Multiple Noise Estimation—0
Cross-Validation Is All You Need: A Statistical Approach To Label Noise EstimationCode0
Realistic Noise Synthesis with Diffusion ModelsCode0
Advancing Unsupervised Low-light Image Enhancement: Noise Estimation, Illumination Interpolation, and Self-RegulationCode0
Customized Load Profiles Synthesis for Electricity Customers Based on Conditional Diffusion Models—0
DCANet: Dual Convolutional Neural Network with Attention for Image Blind DenoisingCode0
Image Blind Denoising Using Dual Convolutional Neural Network with Skip ConnectionCode0
PriSTI: A Conditional Diffusion Framework for Spatiotemporal ImputationCode1
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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