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PORTALE DELLA DIDATTICA
CERCA
KEYWORD
RESEARCH GROUPS
Theses at Politecnico
Theses in external company
Theses abroad
Area Architecture
Area Engineering
DEPARTMENTS
Dipartimento Di Architettura E Design
Dipartimento Di Automatica E Informatica
Dipartimento Energia
Dipartimento Di Elettronica E Telecomunicazioni
Dipartimento Di Ingegneria Dell'Ambiente, Del Territorio E Delle Infrastrutture
Dipartimento Di Ingegneria Gestionale E Della Produzione
Dipartimento Di Ingegneria Meccanica E Aerospaziale
Dipartimento Di Scienza Applicata E Tecnologia
Dipartimento Di Ingegneria Strutturale, Edile E Geotecnica
Dipartimento Di Scienze Matematiche
Dipartimento Interateneo Di Scienze, Progetto E Politiche Del Territorio
Dipartimento Interateneo Di Scienze Per La Vita E Per La Salute
Keyword: DEEP LEARNING
TESI ALL'ESTERO
Adaptive deep learning workload for nanorobotic System-on-Chip
JAHIER PAGLIARI DANIELE
DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
ELECTRONIC DESIGN AUTOMATION - EDA
GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
A Digital Twin for EV Battery Monitoring
PONCINO MASSIMO
VINCO SARA
DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
A deep learning algorithm to segment colon cancer on CT images
ROSATI SAMANTA
Biolab: Ingegneria Biomedica
ADVERSARIAL ARTIFICIAL INTELLIGENCE PER CAMUFFAMENTO DI OGGETTI
BIANCHI TIZIANO
MAGLI ENRICO
ICT4SS - ICT FOR SMART SOCIETIES
Image Processing Lab (IPL)
AI models for high-level semantic image interpretation
MORRA LIA
DAUIN - GR-09 - GRAphics and INtelligent Systems - GRAINS
TESI AZIENDA
AI, Action Insight: The Art of Sports Video Data Science
DELLA SANTA FRANCESCO
Analisi numerica e calcolo scientifico
TESI AZIENDA
AI-driven Picking Solutions for Industrial Feeding Machines and Applications
CALIMERA ANDREA
MACII ENRICO
PELUSO VALENTINO
DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
AI-powered satellite-based bridge collapse predictive model
CIVERA MARCO
DELLA SANTA FRANCESCO
Adversarial learning for robust multiclass classification by learning mappings onto target Gaussian distributions
MAGLI ENRICO
CCNE - COMMUNICATIONS AND COMPUTER NETWORKS ENGINEERING
ICT4SS - ICT FOR SMART SOCIETIES
Image Processing Lab (IPL)
TESI AZIENDA
Air Quality and pollutants estimation
ALIBERTI ALESSANDRO
PATTI EDOARDO
DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
ICT4SS - ICT FOR SMART SOCIETIES
Analysing the generalisability of deep learning algorithms for motion analysis
BORZI' LUIGI
DAUIN - GR-24 - reSilient coMputer archItectures and LIfE Sci - SMILIES
Analyzing gender bias in Close Ups from Movies
CERQUITELLI TANIA
DAUIN - GR-04 - DATABASE AND DATA MINING GROUP - DBDM
TESI AZIENDA
Applicazione dell'intelligenza artificiale nel doppiaggio e nella post produzione sonora
BOTTINO ANDREA
SERVETTI ANTONIO
DAUIN - GR-02 - COMPUTER GRAPHIC AND VISION GROUP - CGVG
DAUIN - GR-11 - INTERNET MEDIA GROUP - IMG
Artificial Intelligence and Geomatics
CHIABRANDO FILIBERTO
TESI AZIENDA
Artificial Intelligence techniques for analyzing tennis players' performance
LAMBERTI FABRIZIO
DAUIN - GR-09 - GRAphics and INtelligent Systems - GRAINS
Artificial Intelligence-based Facial Expression Recognition
MARCOLIN FEDERICA
OLIVETTI ELENA CARLOTTA
VEZZETTI ENRICO
Blind estimation of acoustical parameters from signals recorded in the room
ASTOLFI ARIANNA
PASTOR ELIANA
SERVETTI ANTONIO
SHTREPI LOUENA
TEBE
Computer simulations of dynamically-reactive molecular systems
PAVAN GIOVANNI MARIA
COMPUTATIONAL PHYSICAL CHEMISTRY (CPC) LABORATORY
Deep Learning Architecture Designer System Using Visual Blocks for User-Friendly Model Creation
DE RUSSIS LUIGI
DAUIN - GR-10 - Intelligent and Interactive Systems - e-LITE
TESI AZIENDA
Deep Learning Compiler for Smart Sensors
JAHIER PAGLIARI DANIELE
DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
ELECTRONIC DESIGN AUTOMATION - EDA
GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
Deep Learning for Vehicle Identification on Viaducts
JAHIER PAGLIARI DANIELE
DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
ELECTRONIC DESIGN AUTOMATION - EDA
GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
TESI ALL'ESTERO
Deep Learning on Ultra-low-power Autonomous Flying Nano-drones
JAHIER PAGLIARI DANIELE
DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
ELECTRONIC DESIGN AUTOMATION - EDA
GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
Deep Learning techniques for profiled Side-Channel Analysis - Attacks and Countermeasures
PRINETTO PAOLO ERNESTO
GR-21 - TESTGROUP - TESTGROUP
Deep learning for Biometric Identification using PPG signals
JAHIER PAGLIARI DANIELE
DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
ELECTRONIC DESIGN AUTOMATION - EDA
GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
Deep learning for onboard satellite image processing
MAGLI ENRICO
VALSESIA DIEGO
ICT4SS - ICT FOR SMART SOCIETIES
Image Processing Lab (IPL)
Deep learning-based multi-modal sleep monitoring
BORZI' LUIGI
DAUIN - GR-24 - reSilient coMputer archItectures and LIfE Sci - SMILIES
Development and comparison of convolutional layers implementations for deep neural networks on microcontrollers.
JAHIER PAGLIARI DANIELE
DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
ELECTRONIC DESIGN AUTOMATION - EDA
GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
TESI AZIENDA
Development of a machine learning-based system for image segmentation applied to automatic damage detection on bodywork
RANDAZZO VINCENZO
Neuronics (Artificial Neural Networks)
Domain expert-inspired segmentation deep learning algorithms on medical images
APILETTI DANIELE
DAUIN - GR-04 - DATABASE AND DATA MINING GROUP - DBDM
Ensemble learning and optimization techniques for deep neural networks
MORRA LIA
DAUIN - GR-09 - GRAphics and INtelligent Systems - GRAINS
TESI AZIENDA
Evaluating NERF Technology for 3D Reconstruction of Vehicle Accident Scenes
MAGLI ENRICO
ICT4SS - ICT FOR SMART SOCIETIES
Image Processing Lab (IPL)
Exploration and mapping on ultra-parallel heterogeneous architectures: A performance analysis and exploration of a NAS algorithm for deep neural networks
JAHIER PAGLIARI DANIELE
DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
ELECTRONIC DESIGN AUTOMATION - EDA
GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
Exploration of uTVM and Extension to Ultra-low-power Multi-core Platforms Based on RISC-V
JAHIER PAGLIARI DANIELE
DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
ELECTRONIC DESIGN AUTOMATION - EDA
GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
Exploring Deep Learning Techniques to Improve Voice Disorder Diagnoses
CERQUITELLI TANIA
DAUIN - GR-04 - DATABASE AND DATA MINING GROUP - DBDM
Exploring Deep Learning Techniques to Improve Voice Disorder Diagnoses
CERQUITELLI TANIA
DAUIN - GR-04 - DATABASE AND DATA MINING GROUP - DBDM
TESI AZIENDA
Extending the Open-source TVM Compiler to Deploy Deep Neural Networks on the GreenWaves' GAP9 Platform
JAHIER PAGLIARI DANIELE
DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
ELECTRONIC DESIGN AUTOMATION - EDA
GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
Forecasting of photovoltaic power production and energy load
PASERO EROS GIAN ALESSANDRO
RANDAZZO VINCENZO
Neuronics (Artificial Neural Networks)
TESI AZIENDA
Generating 3D synthetic data to train AI algorithms for intelligent vehicle applications
LAMBERTI FABRIZIO
DAUIN - GR-09 - GRAphics and INtelligent Systems - GRAINS
Generative techniques for high-resolution medical image synthesis
MORRA LIA
DAUIN - GR-09 - GRAphics and INtelligent Systems - GRAINS
TESI ALL'ESTERO
Hardware-Software Co-design to Deploy Deep Neural Networks on Extreme-Edge Devices
JAHIER PAGLIARI DANIELE
MARTINA MAURIZIO
DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
ELECTRONIC DESIGN AUTOMATION - EDA
GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
IDENTIFICAZIONE E CLASSIFICAZIONE CON SENSORI MULTISPETTRALI
MAGLI ENRICO
VALSESIA DIEGO
ICT4SS - ICT FOR SMART SOCIETIES
Image Processing Lab (IPL)
Image compression and deep learning onboard Earth observation satellites
MAGLI ENRICO
VALSESIA DIEGO
ICT4SS - ICT FOR SMART SOCIETIES
Image Processing Lab (IPL)
Image labelling for Artificial Intelligence algorithms optimization
MOOS SANDRO
ULRICH LUCA
VEZZETTI ENRICO
3D LAB
TESI AZIENDA
Implementation and Design of Natural Language Processing Algorithms for Speech-to-Code Generation in Robotics
ALIBERTI ALESSANDRO
PATTI EDOARDO
DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
ICT4SS - ICT FOR SMART SOCIETIES
TESI ALL'ESTERO
Improvement of on-board object identification performance of autonomous nano-drones through the use of deep learning techniques and neural architecture search.
JAHIER PAGLIARI DANIELE
DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
ELECTRONIC DESIGN AUTOMATION - EDA
GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
Injecting prior knowledge in image interpretation tasks
MORRA LIA
DAUIN - GR-09 - GRAphics and INtelligent Systems - GRAINS
Injecting prior knowledge in medical image interpretation
MORRA LIA
DAUIN - GR-09 - GRAphics and INtelligent Systems - GRAINS
Integrating convolutional neural networks accelerators in commercial MCUs
JAHIER PAGLIARI DANIELE
DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
ELECTRONIC DESIGN AUTOMATION - EDA
GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
TESI ALL'ESTERO
Integrating design space exploration in modern compilation toolchains
JAHIER PAGLIARI DANIELE
DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
ELECTRONIC DESIGN AUTOMATION - EDA
GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
TESI ALL'ESTERO
Integration of Deep-learning-powered Drone-to-drone Pose Estimation on Ultra-low-power Autonomous Flying Nano-drones
JAHIER PAGLIARI DANIELE
DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
ELECTRONIC DESIGN AUTOMATION - EDA
GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
Learning task oriented grasps from human examples
AVERTA GIUSEPPE BRUNO
Lidar-guided low-light image restoration
MAGLI ENRICO
VALSESIA DIEGO
Image Processing Lab (IPL)
TESI AZIENDA
Machine Learning for Diagnosing SARS/CoV2 from the Analysis of Patients' Exhalations
SQUILLERO GIOVANNI
DAUIN - GR-05 - ELECTRONIC CAD & RELIABILITY GROUP - CAD
TESI AZIENDA
TESI ALL'ESTERO
Machine Learning-Assisted Run-Time Power and Thermal Estimation in High-Performance Computing Processors
JAHIER PAGLIARI DANIELE
DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
ELECTRONIC DESIGN AUTOMATION - EDA
GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
Machine and Deep Learning for Disease Mapping
JAHIER PAGLIARI DANIELE
DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
ELECTRONIC DESIGN AUTOMATION - EDA
GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
Machine and Deep Learning methodologies for facial expression recognition, a comparison
MARCOLIN FEDERICA
STIEVANO IGOR SIMONE
TRINCHERO RICCARDO
VEZZETTI ENRICO
3d Lab
EMC Group (Electromagnetic Compatibility)
Machine learning for factory optimization
PASERO EROS GIAN ALESSANDRO
RANDAZZO VINCENZO
Neuronics (Artificial Neural Networks)
TESI AZIENDA
Machine learning techniques to prevent natural disaster by monitoring environmental changes in Earth observation
ALIBERTI ALESSANDRO
PATTI EDOARDO
DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
ICT4SS - ICT FOR SMART SOCIETIES
Memory access optimizations for executing deep neural networks on multi-core microcontrollers
JAHIER PAGLIARI DANIELE
DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
ELECTRONIC DESIGN AUTOMATION - EDA
GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
Neural networks resilient to memory faults
MAGLI ENRICO
CCNE - COMMUNICATIONS AND COMPUTER NETWORKS ENGINEERING
ICT4SS - ICT FOR SMART SOCIETIES
Image Processing Lab (IPL)
Non-invasive multi-modal stress monitoring
BORZI' LUIGI
DAUIN - GR-24 - reSilient coMputer archItectures and LIfE Sci - SMILIES
Optimization of Deep Neural Networks through Innovative Neural Architecture Search Algorithms
JAHIER PAGLIARI DANIELE
DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
ELECTRONIC DESIGN AUTOMATION - EDA
GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
Optimization of Transformer Deep Neural Networks on Multi-Core MCUs
JAHIER PAGLIARI DANIELE
DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
ELECTRONIC DESIGN AUTOMATION - EDA
GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
TESI AZIENDA
Overcoming Limitations of ARUCO Markers in Close Range Space Navigation through Deep Learning
MAMMARELLA MARTINA
TESI AZIENDA
TESI ALL'ESTERO
PPACT Evaluation of a Vector Functional Unit
JAHIER PAGLIARI DANIELE
DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
ELECTRONIC DESIGN AUTOMATION - EDA
GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
TESI ALL'ESTERO
Pose estimation: using artificial intelligence to assess knee joint angles
MARTINS TAIAN
Laboratory for Engineering of the Neuromuscular System (LISiN)
TESI ALL'ESTERO
Programming Robotic Arms via NLP
MARCHETTO GUIDO
SACCO ALESSIO
DAUIN - GR-03 - COMPUTER NETWORKS GROUP - NETGROUP
Protecting privacy online with stable diffusion models
MORRA LIA
DAUIN - GR-09 - GRAphics and INtelligent Systems - GRAINS
Reinforcement Learning from Sim to Real: Smart Battery Warehouse Management System
JAHIER PAGLIARI DANIELE
DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
ELECTRONIC DESIGN AUTOMATION - EDA
GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
Risk stratification in Brugada syndrome through Machine Learning
PASERO EROS GIAN ALESSANDRO
RANDAZZO VINCENZO
Neuronics (Artificial Neural Networks)
Robustness of deep learning models for neural decoding through time
DI CARLO STEFANO
SAVINO ALESSANDRO
DAUIN - GR-24 - SMILIES - reSilient coMputer archItectures and LIfE Sci
TESI AZIENDA
SINTETIC SEISMIC signals by GNENERATIVE ADVERSARIAL NETWORK WITH GATED CONVOLUTIONAL NEURAL NETWORK STRUCTURE
MARANO GIUSEPPE CARLO
TESI AZIENDA
TESI ALL'ESTERO
Self-supervised Learning for Wearable-based Activity Recognition
JAHIER PAGLIARI DANIELE
DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
ELECTRONIC DESIGN AUTOMATION - EDA
GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
TESI ALL'ESTERO
Slimmable Neural Networks for Perception aboard Nano-Drones
JAHIER PAGLIARI DANIELE
DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
ELECTRONIC DESIGN AUTOMATION - EDA
GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
Social media-based security analysis applied to the Threat risk assessment
DI CARLO STEFANO
SAVINO ALESSANDRO
DAUIN - GR-24 - SMILIES - reSilient coMputer archItectures and LIfE Sci
Solving Sudoku puzzles with neuro-symbolic techniques
MORRA LIA
DAUIN - GR-09 - GRAphics and INtelligent Systems - GRAINS
Sparsification and binarization of neural networks
MAGLI ENRICO
Image Processing Lab (IPL)
Unraveling Anomaly Detection for Multivariate Time Series
DI CATALDO SANTA
DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA