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Daniele Jahier Pagliari

Lightweight Software Kernels and Hardware Extensions for Efficient Sparse Deep Neural Networks on Microcontrollers

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Mar 08, 2025
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Coupling Neural Networks and Physics Equations For Li-Ion Battery State-of-Charge Prediction

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Dec 21, 2024
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EnhancePPG: Improving PPG-based Heart Rate Estimation with Self-Supervision and Augmentation

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Dec 20, 2024
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MATCH: Model-Aware TVM-based Compilation for Heterogeneous Edge Devices

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Oct 11, 2024
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Machine Learning-based feasibility estimation of digital blocks in BCD technology

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Oct 10, 2024
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Building Damage Assessment in Conflict Zones: A Deep Learning Approach Using Geospatial Sub-Meter Resolution Data

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Oct 07, 2024
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Optimizing DNN Inference on Multi-Accelerator SoCs at Training-time

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Sep 27, 2024
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Joint Pruning and Channel-wise Mixed-Precision Quantization for Efficient Deep Neural Networks

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Jul 01, 2024
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BISeizuRe: BERT-Inspired Seizure Data Representation to Improve Epilepsy Monitoring

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Jun 27, 2024
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Accelerating Depthwise Separable Convolutions on Ultra-Low-Power Devices

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Jun 18, 2024
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