Abstract: Safety-critical 3D scene understanding tasks necessitate not only accurate but also confident predictions from 3D perception models. This study introduces Calib3D, a pioneering effort to ...
SEC calibration links elution volume/time to polymer hydrodynamic volume using standards, requiring model-form selection that preserves predictive molecular-weight distribution fidelity. Least-squares ...
Abstract: We implement transfer learning (TL) to attain efficiency in training and feature extraction by freezing the connection weights of shallow layers of deep learning (DL) models, already trained ...
This repository contains the code for the paper You Only Prune Once: Designing Calibration-Free Model Compression With Policy Learning. The paper introduces PruneNet, a novel structured-pruning ...
To address this, we developed a HEC-RAS 2D hydrodynamic model of the Kilombero floodplain, simulating future flood dynamics under climate change (RCP 4.5 and 8.5) and land use change scenarios. We ...
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