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Keyword: DEEP LEARNING

esteroTESI 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 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)
azienda TESI AZIENDA Analisi di dati veicolari mediante Deep Learning  CAGLIERO LUCA  VACCARINO FRANCESCO  VASSIO LUCA  DAUIN - GR-04 - DATABASE AND DATA MINING GROUP - DBDM
Analyzing gender bias in Close Ups from Movies  CERQUITELLI TANIA  DAUIN - GR-04 - DATABASE AND DATA MINING GROUP - DBDM
Apprendimento Profondo per l’Identificazione di Veicoli su Viadotti.  JAHIER PAGLIARI DANIELE  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ELECTRONIC DESIGN AUTOMATION - EDA  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
azienda TESI AZIENDA Artificial Intelligence techniques for analyzing tennis players' performance  LAMBERTI FABRIZIO  DAUIN - GR-09 - GRAphics and INtelligent Systems - GRAINS
Confronto tra approcci Machine e Deep Learning per il riconoscimento delle espressioni facciali  MARCOLIN FEDERICA  STIEVANO IGOR SIMONE  TRINCHERO RICCARDO  VEZZETTI ENRICO  3d Lab  EMC Group (Electromagnetic Compatibility)
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
azienda 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
esteroTESI 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 neural networks resilient to memory faults  MAGLI ENRICO  CCNE - COMMUNICATIONS AND COMPUTER NETWORKS ENGINEERING  ICT4SS - ICT FOR SMART SOCIETIES  Image Processing Lab (IPL)
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
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
Esplorazione delle Tecniche di Deep learning per Migliorare la Diagnosi di Disturbi della Voce  CERQUITELLI TANIA  DAUIN - GR-04 - DATABASE AND DATA MINING GROUP - DBDM
Esplorazione delle Tecniche di Deep learning per Migliorare la Diagnosi di Disturbi della Voce  CERQUITELLI TANIA  DAUIN - GR-04 - DATABASE AND DATA MINING GROUP - DBDM
Esplorazione e mapping su architetture eterogenee ultra-parallele: Un'analisi delle prestazioni e l'esplorazione di un algoritmo di NAS per reti neurali profonde  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
azienda 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
Generative techniques for high-resolution medical image synthesis  MORRA LIA  DAUIN - GR-09 - GRAphics and INtelligent Systems - GRAINS
Geomatica ed Intelligenza Artificiale.  CHIABRANDO FILIBERTO
esteroTESI 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
esteroTESI 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
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
esteroTESI 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
esteroTESI 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)
azienda TESI AZIENDA Machine Learning for Diagnosing SARS/CoV2 from the Analysis of Patients' Exhalations  SQUILLERO GIOVANNI  DAUIN - GR-05 - ELECTRONIC CAD & RELIABILITY GROUP - CAD
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
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
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
azienda TESI AZIENDA esteroTESI 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
Protecting privacy online with stable diffusion models  MORRA LIA  DAUIN - GR-09 - GRAphics and INtelligent Systems - GRAINS
Real-time  AZIMI SARAH  STERPONE LUCA  DAUIN - GR-05 - ELECTRONIC CAD & RELIABILITY GROUP - CAD
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
azienda TESI AZIENDA SINTETIC SEISMIC SIGNALS BY GENERATIVE ADVERSARIAL NETWORK WITH GATED CONVOLUTIONAL NEURAL NETWORK STRUCTURE  MARANO GIUSEPPE CARLO
azienda TESI AZIENDA esteroTESI 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
Simulazioni computazionali di sistemi molecolari reattivi dinamici  PAVAN GIOVANNI MARIA  COMPUTATIONAL PHYSICAL CHEMISTRY (CPC) LABORATORY
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
Sparsification and binarization of neural networks  MAGLI ENRICO  Image Processing Lab (IPL)
azienda TESI AZIENDA Sviluppo di un sistema basato sul machine learning per la segmentazione di immagini applicato al rilevamento automatico di danni su carrozzeria  RANDAZZO VINCENZO  Neuronics (Artificial Neural Networks)
azienda TESI AZIENDA Thesis in Leonardo Labs  MAGLI ENRICO  CCNE - COMMUNICATIONS AND COMPUTER NETWORKS ENGINEERING  ICT4SS - ICT FOR SMART SOCIETIES  Image Processing Lab (IPL)
Unraveling Anomaly Detection for Multivariate Time Series  DI CATALDO SANTA  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA


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