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Image-to-Image Regression

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Showing 1–22 of 22 papers

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