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Kevin Pedro

Semi-Supervised Domain Adaptation for Cross-Survey Galaxy Morphology Classification and Anomaly Detection

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Nov 11, 2022
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Physics Community Needs, Tools, and Resources for Machine Learning

Mar 30, 2022
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New directions for surrogate models and differentiable programming for High Energy Physics detector simulation

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Mar 15, 2022
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DeepAdversaries: Examining the Robustness of Deep Learning Models for Galaxy Morphology Classification

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Dec 28, 2021
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Autoencoders for Semivisible Jet Detection

Dec 09, 2021
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Fast convolutional neural networks on FPGAs with hls4ml

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Jan 13, 2021
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Distance-Weighted Graph Neural Networks on FPGAs for Real-Time Particle Reconstruction in High Energy Physics

Aug 08, 2020
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Compressing deep neural networks on FPGAs to binary and ternary precision with HLS4ML

Mar 11, 2020
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