samuelebortolotti Goto Github PK

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

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

einsumnetworks

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

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.

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.

nordic-probai-2024

Materials of the Nordic Probabilistic AI School 2024.

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

prnu-python

Python implementation of PRNU extractor

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

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

wikidump-lang-breaks-warns

Framework for the extraction of features from Wikipedia XML dumps.