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08/07/2023
HomOpt: A Homotopy-Based Hyperparameter Optimization Method
Machine learning has achieved remarkable success over the past couple of...
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11/06/2020
Toward an Automated HPC Pipeline for Processing Large Scale Electron Microscopy Data
We present a fully modular and scalable software pipeline for processing...
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10/01/2019
Auto-Sizing the Transformer Network: Improving Speed, Efficiency, and Performance for Low-Resource Machine Translation
Neural sequence-to-sequence models, particularly the Transformer, are th...
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01/06/2019
Learning-Free Iris Segmentation Revisited: A First Step Toward Fast Volumetric Operation Over Video Samples
Subject matching performance in iris biometrics is contingent upon fast,...
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05/28/2018