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Matteo Risso

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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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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Adaptive Deep Learning for Efficient Visual Pose Estimation aboard Ultra-low-power Nano-drones

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Jan 26, 2024
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Enhancing Neural Architecture Search with Multiple Hardware Constraints for Deep Learning Model Deployment on Tiny IoT Devices

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Oct 11, 2023
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PLiNIO: A User-Friendly Library of Gradient-based Methods for Complexity-aware DNN Optimization

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Jul 18, 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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