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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 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)
Analyzing gender bias in Close Ups from Movies  CERQUITELLI TANIA  DAUIN - GR-04 - DATABASE AND DATA MINING GROUP - DBDM
Artificial Intelligence and Geomatics  CHIABRANDO FILIBERTO
Computer simulations of dynamically-reactive molecular systems  PAVAN GIOVANNI MARIA  COMPUTATIONAL PHYSICAL CHEMISTRY (CPC) LABORATORY
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
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
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 language models for the insurance domain  LAMBERTI FABRIZIO  MORRA LIA  DAUIN - GR-09 - GRAphics and INtelligent Systems - GRAINS
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
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
azienda 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
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
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
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
Information extraction from semi-structured documents  LAMBERTI FABRIZIO  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
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
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
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)
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)
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 GNENERATIVE 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
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
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
azienda TESI AZIENDA Vehicular data analysis based on Deep Learning  CAGLIERO LUCA  VACCARINO FRANCESCO  VASSIO LUCA  DAUIN - GR-04 - DATABASE AND DATA MINING GROUP - DBDM


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