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Image-to-Image Regression

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Showing 1–22 of 22 papers

TitleStatusHype
Image-to-Image Regression with Distribution-Free Uncertainty Quantification and Applications in ImagingCode1
How to Trust Your Diffusion Model: A Convex Optimization Approach to Conformal Risk ControlCode1
Deep Capsule Encoder-Decoder Network for Surrogate Modeling and Uncertainty Quantification—0
Deep Learning as a Method for Inversion of NMR Signals—0
A deep learning method based on patchwise training for reconstructing temperature field—0
Bayesian Deep Convolutional Encoder-Decoder Networks for Surrogate Modeling and Uncertainty Quantification—0
Evolutionary Neural Architecture Search for Image Restoration—0
Fast Modeling and Understanding Fluid Dynamics Systems with Encoder-Decoder Networks—0
Forecasting Mobile Traffic with Spatiotemporal correlation using Deep Regression—0
Predicting the dynamics of 2d objects with a deep residual network—0
Reframing the Brain Age Prediction Problem to a More Interpretable and Quantitative Approach—0
Uncertainty quantification and inverse modeling for subsurface flow in 3D heterogeneous formations using a theory-guided convolutional encoder-decoder network—0
Vehicle Trajectory Prediction in Crowded Highway Scenarios Using Bird Eye View Representations and CNNs—0
Vehicle Trajectory Prediction on Highways Using Bird Eye View Representations and Deep Learning—0
Deep Vision-Based Framework for Coastal Flood Prediction Under Climate Change Impacts and Shoreline AdaptationsCode0
Deep Monte Carlo Quantile Regression for Quantifying Aleatoric Uncertainty in Physics-informed Temperature Field ReconstructionCode0
Fast acoustic scattering using convolutional neural networksCode0
Deep convolutional encoder-decoder networks for uncertainty quantification of dynamic multiphase flow in heterogeneous mediaCode0
Joint Deep Reversible Regression Model and Physics-Informed Unsupervised Learning for Temperature Field ReconstructionCode0
Foundation Models For Seismic Data Processing: An Extensive ReviewCode0
Gated Linear Model induced U-net for surrogate modeling and uncertainty quantificationCode0
Generalized Deep Image to Image RegressionCode0
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