Politecnico di Torino | Servizi per la didattica

KEYWORD

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 Anomaly Detection on Italian Viaducts using Structural Health Monitoring Data BURRELLO ALESSIO JAHIER PAGLIARI DANIELE DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA ELECTRONIC DESIGN AUTOMATION - EDA GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA

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

TESI ALL'ESTERO Blood Pressure Estimation using PPG-Signal on Edge Ultra-Low Power Devices BURRELLO ALESSIO JAHIER PAGLIARI DANIELE DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA ELECTRONIC DESIGN AUTOMATION - EDA GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA

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

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 estero

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 estero

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 BURRELLO ALESSIO 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 estero

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 BURRELLO ALESSIO 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