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Halima Bouzidi

Model for Peanuts: Hijacking ML Models without Training Access is Possible

Jun 03, 2024
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SONATA: Self-adaptive Evolutionary Framework for Hardware-aware Neural Architecture Search

Feb 20, 2024
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Harmonic-NAS: Hardware-Aware Multimodal Neural Architecture Search on Resource-constrained Devices

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Sep 28, 2023
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MaGNAS: A Mapping-Aware Graph Neural Architecture Search Framework for Heterogeneous MPSoC Deployment

Jul 16, 2023
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Treasure What You Have: Exploiting Similarity in Deep Neural Networks for Efficient Video Processing

May 10, 2023
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Map-and-Conquer: Energy-Efficient Mapping of Dynamic Neural Nets onto Heterogeneous MPSoCs

Feb 24, 2023
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HADAS: Hardware-Aware Dynamic Neural Architecture Search for Edge Performance Scaling

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Dec 06, 2022
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Performance Prediction for Convolutional Neural Networks in Edge Devices

Oct 21, 2020
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