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Image-to-Image Regression

Papers

Showing 1120 of 22 papers

TitleStatusHype
Uncertainty quantification and inverse modeling for subsurface flow in 3D heterogeneous formations using a theory-guided convolutional encoder-decoder network0
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 CNNs0
Fast Modeling and Understanding Fluid Dynamics Systems with Encoder-Decoder Networks0
Fast acoustic scattering using convolutional neural networksCode0
Forecasting Mobile Traffic with Spatiotemporal correlation using Deep Regression0
Evolutionary Neural Architecture Search for Image Restoration0
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 Quantification0
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