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Massimo Poncino

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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Joint Pruning and Channel-wise Mixed-Precision Quantization for Efficient Deep Neural Networks

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Jul 01, 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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Foundation Models for Structural Health Monitoring

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Apr 03, 2024
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Optimized Deployment of Deep Neural Networks for Visual Pose Estimation on Nano-drones

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Feb 23, 2024
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HW-SW Optimization of DNNs for Privacy-preserving People Counting on Low-resolution Infrared Arrays

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Feb 02, 2024
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Model-Driven Dataset Generation for Data-Driven Battery SOH Models

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Jan 10, 2024
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Dynamic Decision Tree Ensembles for Energy-Efficient Inference on IoT Edge Nodes

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Jun 16, 2023
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Energy-efficient Wearable-to-Mobile Offload of ML Inference for PPG-based Heart-Rate Estimation

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Jun 08, 2023
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Precision-aware Latency and Energy Balancing on Multi-Accelerator Platforms for DNN Inference

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Jun 08, 2023
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