Samuele Bortolotti's repositories
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
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
wikidump-lang-breaks-warns
Framework for the extraction of features from Wikipedia XML dumps.
C-HMCNN
Code for paper: "Coherent Hierarchical Multi-Label Classification Networks". Later modified in order to handle multiple explainations
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
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
file-analyzer
This program aims to count occurences of chars in multiple files using parellelism.
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
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
Laplace-Reasoning-Shortcut
Laplace approximations for Deep Learning.
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
ParticleSwarmOptimization-OpenMPI
High Performance Computing course project 2022
rnm
Relational Neural Machines, first implemented https://doi.org/10.48550/arXiv.2002.02193
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
SPL
This repository holds the code for the NeurIPS 2022 paper, Semantic Probabilistic Layers
tcav-rss
TCAV Implementation in PyTorch