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  KEYWORD

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
AI models for high-level semantic image interpretation  MORRA LIA  DAUIN - GR-09 - GRAphics and INtelligent Systems - GRAINS
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
azienda TESI AZIENDA Artificial Intelligence techniques for analyzing tennis players' performance  LAMBERTI FABRIZIO  DAUIN - GR-09 - GRAphics and INtelligent Systems - GRAINS
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
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 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)
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
azienda 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
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
Injecting prior knowledge in image interpretation tasks  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
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
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)
azienda 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)
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
esteroTESI ALL'ESTERO Pose estimation: using artificial intelligence to assess knee joint angles  MARTINS TAIAN  Laboratory for Engineering of the Neuromuscular System (LISiN)
esteroTESI 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
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
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




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