Picture for Matteo Risso

Matteo Risso

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

Add code
Oct 07, 2024
Figure 1 for Building Damage Assessment in Conflict Zones: A Deep Learning Approach Using Geospatial Sub-Meter Resolution Data
Figure 2 for Building Damage Assessment in Conflict Zones: A Deep Learning Approach Using Geospatial Sub-Meter Resolution Data
Figure 3 for Building Damage Assessment in Conflict Zones: A Deep Learning Approach Using Geospatial Sub-Meter Resolution Data
Figure 4 for Building Damage Assessment in Conflict Zones: A Deep Learning Approach Using Geospatial Sub-Meter Resolution Data
Viaarxiv icon

Optimizing DNN Inference on Multi-Accelerator SoCs at Training-time

Add code
Sep 27, 2024
Figure 1 for Optimizing DNN Inference on Multi-Accelerator SoCs at Training-time
Figure 2 for Optimizing DNN Inference on Multi-Accelerator SoCs at Training-time
Figure 3 for Optimizing DNN Inference on Multi-Accelerator SoCs at Training-time
Figure 4 for Optimizing DNN Inference on Multi-Accelerator SoCs at Training-time
Viaarxiv icon

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

Add code
Jul 01, 2024
Viaarxiv icon

Optimized Deployment of Deep Neural Networks for Visual Pose Estimation on Nano-drones

Add code
Feb 23, 2024
Viaarxiv icon

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

Add code
Feb 02, 2024
Viaarxiv icon

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

Add code
Jan 26, 2024
Viaarxiv icon

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

Add code
Oct 11, 2023
Viaarxiv icon

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

Add code
Jul 18, 2023
Viaarxiv icon

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

Add code
Jun 08, 2023
Viaarxiv icon

Precision-aware Latency and Energy Balancing on Multi-Accelerator Platforms for DNN Inference

Add code
Jun 08, 2023
Viaarxiv icon