Uncertainty Visualization
3 papers with code • 0 benchmarks • 0 datasets
Visualize uncertainty in restoration models.
Benchmarks
These leaderboards are used to track progress in Uncertainty Visualization
Most implemented papers
Joint Segmentation and Uncertainty Visualization of Retinal Layers in Optical Coherence Tomography Images using Bayesian Deep Learning
ssedai026/uncertainty-segmentation
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Optical coherence tomography (OCT) is commonly used to analyze retinal layers for assessment of ocular diseases.
Affective Medical Estimation and Decision Making via Visualized Learning and Deep Learning
mohaes/vl4ml
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With the advent of sophisticated machine learning (ML) techniques and the promising results they yield, especially in medical applications, where they have been investigated for different tasks to enhance the decision-making process.
On the Posterior Distribution in Denoising: Application to Uncertainty Quantification
HilaManor/GaussianDenoisingPosterior
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Denoisers play a central role in many applications, from noise suppression in low-grade imaging sensors, to empowering score-based generative models.
