16 April 2021

• Matteo Risso. Neural Architecture Search Techniques for the Optimized Deployment of Temporal Convolutional Networks at the Edge. Rel. Daniele Jahier Pagliari, Alessio Burrello. Politecnico di Torino, Master of science program in Electronic Engineering, 2021
  

  

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17 December 2021

• Francesco Bianco Morghet. Application of Transformers to edge-computing in ultra-low power devices. Rel. Daniele Jahier Pagliari, Alessio Burrello. Politecnico di Torino, Master of science program in Data Science And Engineering, 2021
  

  

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29 July 2022

• Noemi Tomasello. Energy-Efficient Deep Learning-based Heart-Rate Estimation on Wearables. Rel. Daniele Jahier Pagliari, Alessio Burrello, Matteo Risso. Politecnico di Torino, Master of science program in Data Science And Engineering, 2022
  

  

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28 October 2022

• Fabio Eterno. Differentiable Neural Architecture Search Algorithms for TinyML benchmarks. Rel. Daniele Jahier Pagliari, Alessio Burrello, Matteo Risso. Politecnico di Torino, Master of science program in Data Science And Engineering, 2022
  

  

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21 April 2023

• Pietro Borgaro. Combining coarse- and fine-grained DNAS for TinyML. Rel. Daniele Jahier Pagliari, Matteo Risso, Alessio Burrello. Politecnico di Torino, Master of science program in Computer Engineering, 2023
  

  

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27 October 2023

• Flavio Patti. Exploring Self-supervised Learning for PPG-based Heart-Rate Estimation. Rel. Daniele Jahier Pagliari, Alessio Burrello, Panagiotis Kasnesis. Politecnico di Torino, Master of science program in Computer Engineering, 2023
  

  

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• Mohamed Amine Hamdi. Integrating Design Space Exploration in Modern Compilation Toolchains for Deep Learning. Rel. Daniele Jahier Pagliari, Alessio Burrello, Matteo Risso, Francesco Daghero. Politecnico di Torino, Master of science program in Computer Engineering, 2023
  

  

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• Seyedmorteza Mollaei. Ottimizzazione automatizzata dei modelli DNN per il conteggio delle persone con sensori a infrarossi tramite NAS = Automated Optimization of DNN Models for People Counting with Infrared Sensors Using NAS. Rel. Daniele Jahier Pagliari, Alessio Burrello, Chen Xie, Francesco Daghero, Matteo Risso. Politecnico di Torino, Master of science program in Data Science And Engineering, 2023
  

  

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• Francesco Calice. SystemC Simulation of Extra-functional properties for RISC-V-based systems. Rel. Massimo Poncino, Daniele Jahier Pagliari, Matteo Risso, Sara Vinco, Alessio Burrello. Politecnico di Torino, Master of science program in Computer Engineering, 2023
  

  

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• Lorenzo Scarciglia. Visual Servoing for Autonomous Nano-drones Racing. Rel. Daniele Jahier Pagliari, Daniele Palossi, Alessio Burrello, Matteo Risso. Politecnico di Torino, Master of science program in Data Science And Engineering, 2023
  

  

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15 December 2023

• Leonardo Tredese. Structured Pruning of Vision Transformers at Training Time. Rel. Daniele Jahier Pagliari, Alessio Burrello, Matteo Risso, Beatrice Alessandra Motetti. Politecnico di Torino, Master of science program in Data Science And Engineering, 2023
  

  

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11 April 2024

• Nicolo' Carpentieri. Designing and Evaluating Mapping of CNN layers on an edge-CGRA. Rel. Daniele Jahier Pagliari, Maurizio Martina, Alessio Burrello, Davide Schiavone, Juan Sapriza. Politecnico di Torino, Master of science program in Computer Engineering, 2024
  

  

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• Yali Kang. Flexible RISC-Based Hardware Accelerators for Random Forests. Rel. Daniele Jahier Pagliari, Alessio Burrello, Chen Xie. Politecnico di Torino, Master of science program in Electronic Engineering, 2024
  

  

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31 October 2024

• Jessica Marossero. Accelerating Transformer Inference on Heterogeneous Multi-Accelerator SoCs using ESP. Rel. Daniele Jahier Pagliari, Alessio Burrello, Luca Carloni, Mohamed Amine Hamdi. Politecnico di Torino, Master of science program in Electronic Engineering, 2024
  

  

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• Aurora Maggiulli. Advanced Anomaly Detection in Structural Health Monitoring: A Case Study on Inclinometer Data from Italian Viaducts. Rel. Daniele Jahier Pagliari, Alessio Burrello, Luca Benfenati, Monica Longo, Fabio Tatti. Politecnico di Torino, Master of science program in Data Science And Engineering, 2024
• Pietro Furbatto. Functional and extra functional simulation of a RISC-V based unmanned aerial vehicle through SystemC-AMS. Rel. Sara Vinco, Alessio Burrello. Politecnico di Torino, Master of science program in Electronic Engineering, 2024
  

  

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• Javier Jesus Poveda Rodrigo. Inference optimization of Large Language Models on RISC-V HPC platforms. Rel. Daniele Jahier Pagliari, Mohamed Amine Hamdi, Alessio Burrello. Politecnico di Torino, Master of science program in Computer Engineering, 2024
  

  

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13 December 2024

• Donato Lanzillotti. Efficient Hand Detection with Low-resolution Infrared Sensors. Rel. Daniele Jahier Pagliari, Alessio Burrello, Chen Xie, Matteo Risso. Politecnico di Torino, Master of science program in Data Science And Engineering, 2024
  

  

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• Florentin-Cristian Udrea. Fully end-to-end deep learning policies for vision-based autonomous racing on ultra-low-power nano-drones. Rel. Daniele Jahier Pagliari, Alessio Burrello. Politecnico di Torino, Master of science program in Data Science And Engineering, 2024
  

  

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• Ovidiu Ioan Jitaru. Human Pose Estimation aboard Nano-drones Using Tiny Vision Transformers. Rel. Daniele Jahier Pagliari, Beatrice Alessandra Motetti, Alessio Burrello. Politecnico di Torino, Master of science program in Data Science And Engineering, 2024
  

  

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• Francesco Carlucci. OPTIMIZATION OF DEEP NEURAL NETWORKS FOR PPG-BASED BLOOD PRESSURE ESTIMATION ON EDGE DEVICES. Rel. Daniele Jahier Pagliari, Alessio Burrello. Politecnico di Torino, Master of science program in Computer Engineering, 2024
  

  

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11 April 2025

• Alessandro Ficca. AI-Driven Feature Detection, Matching, and Efficient Model Deployment for Space applications. Rel. Daniele Jahier Pagliari, Alessio Burrello. Politecnico di Torino, Master of science program in Data Science And Engineering, 2025
  

  

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24 October 2025

• Ivan Zaino. Optimization of Variational Bayes Gaussian Splatting Algorithms on Embedded GPU. Rel. Alessio Burrello, Daniele Jahier Pagliari. Politecnico di Torino, Master of science program in Mechatronic Engineering, 2025
  

  

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• Carlo Marra. Slimmable and Early Exit Neural Networks for Object Detection on Nano-Drones. Rel. Daniele Jahier Pagliari, Alessio Burrello, Beatrice Alessandra Motetti. Politecnico di Torino, Master of science program in Data Science And Engineering, 2025
  

  

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12 December 2025

• Tanguy Marie Yvan Dugas Du Villard. Memory-constrained On-device Learning for Smart Infrared Sensors. Rel. Daniele Jahier Pagliari, Matteo Risso, Alessio Burrello. Politecnico di Torino, Master of science program in Data Science And Engineering, 2025
  

  

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• Andrea Carbonati. Multi-Agent LLMs for Adaptive Acquisition in Bayesian Optimization. Rel. Alessio Burrello. Politecnico di Torino, Master of science program in Computer Engineering, 2025