samuelebortolotti
I am a student currently attending University of Trento for a Ph.D. in Computer Science.
University of TrentoTrento, Trentino-South Tyrol
Pinned Repositories
file-analyzer
This program aims to count occurences of chars in multiple files using parellelism.
ParticleSwarmOptimization-OpenMPI
High Performance Computing course project 2022
bears
Codebase for BEARS Make Neuro-Symbolic Models Aware of their Reasoning Shortcuts.
C-HMCNN
Code for paper: "Coherent Hierarchical Multi-Label Classification Networks". Later modified in order to handle multiple explainations
feature-detection-and-tracking
Repository concerning a feature detector and tracker developed for the Computer Vision course of the master's degree in Computer Science at University of Trento
kge
Repository concerning data scraping and data integration for the Knowledge Graph Engineering course of the master's degree in Computer Science at University of Trento
multilevel-cache
Repository concerning a multi-level distributed cache implementation developed for the Distributed Systems 1 course of the master's degree in Computer Science at University of Trento
neural-prnu-extractor
This repository provides a PyTorch implementation of FFDNet image denoising https://arxiv.org/abs/1710.04026. First implemented by Matias Tassano https://doi.org/10.5201/ipol.2019.231, the FFDNet source code has been adapted so as to extract cameras PRNU.
prnu-python
Python implementation of PRNU extractor
uda
Repository containing the Unsupervised Domain Adaptation project developed for the Deep Learning course of the master's degree in Computer Science at University of Trento
samuelebortolotti's Repositories
samuelebortolotti/bears
Codebase for BEARS Make Neuro-Symbolic Models Aware of their Reasoning Shortcuts.
samuelebortolotti/neural-prnu-extractor
This repository provides a PyTorch implementation of FFDNet image denoising https://arxiv.org/abs/1710.04026. First implemented by Matias Tassano https://doi.org/10.5201/ipol.2019.231, the FFDNet source code has been adapted so as to extract cameras PRNU.
samuelebortolotti/prnu-python
Python implementation of PRNU extractor
samuelebortolotti/feature-detection-and-tracking
Repository concerning a feature detector and tracker developed for the Computer Vision course of the master's degree in Computer Science at University of Trento
samuelebortolotti/kge
Repository concerning data scraping and data integration for the Knowledge Graph Engineering course of the master's degree in Computer Science at University of Trento
samuelebortolotti/uda
Repository containing the Unsupervised Domain Adaptation project developed for the Deep Learning course of the master's degree in Computer Science at University of Trento
samuelebortolotti/wikidump-lang-breaks-warns
Framework for the extraction of features from Wikipedia XML dumps.
samuelebortolotti/C-HMCNN
Code for paper: "Coherent Hierarchical Multi-Label Classification Networks". Later modified in order to handle multiple explainations
samuelebortolotti/Education-Trentino
Repository concerning the Education in Trentino Knowledge Graph developed for the Knowledge Graph Engineering course of the master's degree in Computer Science at University of Trento
samuelebortolotti/EinsumNetworks
samuelebortolotti/multilevel-cache
Repository concerning a multi-level distributed cache implementation developed for the Distributed Systems 1 course of the master's degree in Computer Science at University of Trento
samuelebortolotti/DSL
samuelebortolotti/file-analyzer
This program aims to count occurences of chars in multiple files using parellelism.
samuelebortolotti/kfp
Brief literature review about Knuckle Finger Print biometric identification written for the Computer Vision course of the master's degree in Computer Science at University of Trento
samuelebortolotti/Laplace-Reasoning-Shortcut
Laplace approximations for Deep Learning.
samuelebortolotti/nordic-probai-2024
Materials of the Nordic Probabilistic AI School 2024.
samuelebortolotti/pareto-epsilon-greedy-RL
Repository concerning the training of Deep Q-Learning Reinforcement Learning agents embedding Pareto optimal moves thanks to NSGA-II. It has been developed for the Bio-Inspired Artificial Intelligence course of the master's degree in Computer Science at University of Trento
samuelebortolotti/ParticleSwarmOptimization-OpenMPI
High Performance Computing course project 2022
samuelebortolotti/rnm
Relational Neural Machines, first implemented https://doi.org/10.48550/arXiv.2002.02193
samuelebortolotti/school-registry-web-app
Repository concerning a school registry following the RESTful API model. It has been developed for the Software Engineering 2 course of the bachelor's degree in Computer Science at University of Trento
samuelebortolotti/SPL
This repository holds the code for the NeurIPS 2022 paper, Semantic Probabilistic Layers
samuelebortolotti/tcav-rss
TCAV Implementation in PyTorch