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Jennifer Ngadiuba

Gradient-based Automatic Per-Weight Mixed Precision Quantization for Neural Networks On-Chip

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May 01, 2024
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Sets are all you need: Ultrafast jet classification on FPGAs for HL-LHC

Feb 02, 2024
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Robust Anomaly Detection for Particle Physics Using Multi-Background Representation Learning

Jan 16, 2024
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Fast Particle-based Anomaly Detection Algorithm with Variational Autoencoder

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Nov 28, 2023
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Efficient and Robust Jet Tagging at the LHC with Knowledge Distillation

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Nov 23, 2023
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Real-time semantic segmentation on FPGAs for autonomous vehicles with hls4ml

May 16, 2022
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Physics Community Needs, Tools, and Resources for Machine Learning

Mar 30, 2022
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Lightweight Jet Reconstruction and Identification as an Object Detection Task

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Feb 09, 2022
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Applications and Techniques for Fast Machine Learning in Science

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Oct 25, 2021
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Accelerating Recurrent Neural Networks for Gravitational Wave Experiments

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Jun 26, 2021
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