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Keyword: DEEP NEURAL NETWORKS

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)
Algoritmi per l'addestramento di reti neurali di tipo Deep Belief Network per il riconoscimento del parlatore  LAFACE PIETRO  SPEECH RECOGNITION GROUP - SRG
azienda TESI AZIENDA Analysis of 15 minutes energy data from Second Generation Electrical Meters  PATTI EDOARDO  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ELECTRONIC DESIGN AUTOMATION - EDA  Energy Center Lab  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ICT4SS - ICT FOR SMART SOCIETIES
Automatic classification of healthy / diseased plants using multispectral images  ARDITO LUCA  MORISIO MAURIZIO  GR-16 - SOFTWARE ENGINEERING GROUP - SOFTENG
Convolutional Networks 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
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 compiler for 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
Deep Learning for DNA Analysis  SQUILLERO GIOVANNI  DAUIN - GR-05 - ELECTRONIC CAD & RELIABILITY GROUP - CAD
Deep Learning for DNA Analysis  SQUILLERO GIOVANNI  DAUIN - GR-05 - ELECTRONIC CAD & RELIABILITY GROUP - CAD
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
azienda TESI AZIENDA Deep Learning techniques for Non-Intrusive Load Monitoring  PATTI EDOARDO  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ELECTRONIC DESIGN AUTOMATION - EDA  Energy Center Lab  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ICT4SS - ICT FOR SMART SOCIETIES
Deep Neural Networks for face recognition  MARTINA MAURIZIO  MASERA GUIDO  VLSILAB (VLSI theory, design and applications)
Deep learning based biometric authentication  MAGLI ENRICO  CCNE - COMMUNICATIONS AND COMPUTER NETWORKS ENGINEERING  ICT4SS - ICT FOR SMART SOCIETIES  Image Processing Lab (IPL)
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 in face recognition and image processing  MARTINA MAURIZIO  MASERA GUIDO  VLSILAB (VLSI theory, design and applications)
Deep learning techniques to forecast solar radiation  PATTI EDOARDO  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ELECTRONIC DESIGN AUTOMATION - EDA  Energy Center Lab  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ICT4SS - ICT FOR SMART SOCIETIES
Deep neural network for brain tumor segmentation in magnetic resonance imaging  LAMBERTI FABRIZIO  MORRA LIA  DAUIN - GR-09 - GRAphics and INtelligent Systems - GRAINS
Deep similarity metric learning for biometric authentication  MAGLI ENRICO  CCNE - COMMUNICATIONS AND COMPUTER NETWORKS ENGINEERING  ICT4SS - ICT FOR SMART SOCIETIES  Image Processing Lab (IPL)
Deep-learning for the analysis of proprioceptive and postural rehabilitation data  BENSO ALFREDO  GR-19 - SYSTEM BIOLOGY GROUP - SYSBIO
Dental Age Estimation by means of Artificial Intelligence  DI CATALDO SANTA  DAUIN - 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
Development of an App for proprioceptive evaluation  BENSO ALFREDO  GR-19 - SYSTEM BIOLOGY GROUP - SYSBIO
Efficiency-driven optimization of deep neural network architectures  JAHIER PAGLIARI DANIELE  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ELECTRONIC DESIGN AUTOMATION - EDA  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
Federated learning in Tiny Machine-Learning  PARESCHI FABIO  SETTI GIANLUCA  VLSI THEORY, DESIGN AND APPLICATIONS (VLSILAB)
Image denoising using deep neural networks  MAGLI ENRICO  CCNE - COMMUNICATIONS AND COMPUTER NETWORKS ENGINEERING  ICT4SS - ICT FOR SMART SOCIETIES  Image Processing Lab (IPL)
Image generation using deep adversarial generative models on graphs  MAGLI ENRICO  CCNE - COMMUNICATIONS AND COMPUTER NETWORKS ENGINEERING  ICT4SS - ICT FOR SMART SOCIETIES  Image Processing Lab (IPL)
Implicit Neural Representations for Video Compression  MAGLI ENRICO  CCNE - COMMUNICATIONS AND COMPUTER NETWORKS ENGINEERING  ICT4SS - ICT FOR SMART SOCIETIES  Image Processing Lab (IPL)
Improved convolutional layers in deep learning via learned strides  MAGLI ENRICO  CCNE - COMMUNICATIONS AND COMPUTER NETWORKS ENGINEERING  ICT4SS - ICT FOR SMART SOCIETIES  Image Processing Lab (IPL)
Individuazione del midollo attivo da immagini TC tramite tecniche di Deep Learning  BALESTRA GABRIELLA  ROSATI SAMANTA  Biolab: Ingegneria Biomedica
Individuazione del midollo attivo da immagini TC tramite tecniche di Machine Learning  BALESTRA GABRIELLA  ROSATI SAMANTA  Biolab: Ingegneria Biomedica
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 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
Kriging neural network for spatial-temporal energy modelling of smart buildings  PATTI EDOARDO  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ELECTRONIC DESIGN AUTOMATION - EDA  Energy Center Lab  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ICT4SS - ICT FOR SMART SOCIETIES
Machine Learning Techniques for Process Control in Mechanical Manufacturing  JAHIER PAGLIARI DANIELE  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
azienda TESI AZIENDA Machine learning for anomalous detection of household appliances  PATTI EDOARDO  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ELECTRONIC DESIGN AUTOMATION - EDA  Energy Center Lab  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
Meta-learning instant neural graphics  MAGLI ENRICO  VALSESIA DIEGO  CCNE - COMMUNICATIONS AND COMPUTER NETWORKS ENGINEERING  ICT4SS - ICT FOR SMART SOCIETIES  Image Processing Lab (IPL)
azienda TESI AZIENDA Neural Network for lossless complex signal compression.  DI CATALDO SANTA  PATTI EDOARDO  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ELECTRONIC DESIGN AUTOMATION - EDA  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ICT4SS - ICT FOR SMART SOCIETIES
Neural Networks and Transfer Learning techniques to forecast blood glucose prediction.  DI CATALDO SANTA  PATTI EDOARDO  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ELECTRONIC DESIGN AUTOMATION - EDA  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ICT4SS - ICT FOR SMART SOCIETIES
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 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
Optimizing batch normalization for small to medium batch sizes  LAMBERTI FABRIZIO  MORRA LIA  DAUIN - GR-09 - GRAphics and INtelligent Systems - GRAINS
Point cloud registration with low overlapping  MAGLI ENRICO  CCNE - COMMUNICATIONS AND COMPUTER NETWORKS ENGINEERING  ICT4SS - ICT FOR SMART SOCIETIES  Image Processing Lab (IPL)
Riconoscimento delle attivitą di vita quotidiana tramite tecniche di deep learning  BALESTRA GABRIELLA  ROSATI SAMANTA  Biolab: Ingegneria Biomedica


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