DE SANTIS, ANTONIO
DE SANTIS, ANTONIO
DIPARTIMENTO DI ELETTRONICA, INFORMAZIONE E BIOINGEGNERIA
A Framework for Evaluating Zero-Shot Image Generation in Concept-Based Explainability
2026-01-01 Astolfi, Giacomo; Bianchi, Matteo; Campi, Riccardo; De Santis, Antonio; Brambilla, Marco
Activation-Based Concept Extraction for Explainability in Image Classification
2026-01-01 Bianchi, Matteo; Campi, Riccardo; De Santis, Antonio; Merengo, Sara; Brambilla, Marco
Enriching Ontologies with Disjointness Axioms using Large Language Models
2024-01-01 Crum, Elias; DE SANTIS, Antonio; Ovide, Manon; Pan, Jiaxin; Pisu, Alessia; Lazzari, Nicolas; Rudolph, Sebastian
Foundational approaches to post-hoc explainability for image classification
2025-01-01 De Santis, Antonio; Campi, Riccardo; Bianchi, Matteo; Tocchetti, Andrea; Brambilla, Marco
Integrating Large Language Models and Knowledge Graphs for Extraction and Validation of Textual Test Data
2024-01-01 De Santis, Antonio; Balduini, Marco; De Santis, Federico; Proia, Andrea; Leo, Arsenio; Brambilla, Marco; Della Valle, Emanuele
Interpretable Network Visualizations: A Human-in-the-Loop Approach for Post-hoc Explainability of CNN-based Image Classification
2024-01-01 Bianchi, Matteo; De Santis, Antonio; Tocchetti, Andrea; Brambilla, Marco
Machine learning-based forecast of Helmet-CPAP therapy failure in Acute Respiratory Distress Syndrome patients
2025-01-01 Campi, Riccardo; De Santis, Antonio; Colombo, Paolo; Scarpazza, Paolo; Masseroli, Marco
On the principles and effectiveness of gamification in bidirectional artificial intelligence and explainable AI
2025-01-01 Tocchetti, Andrea; Bianchi, Matteo; Campi, Riccardo; De Santis, Antonio; Brambilla, Marco
Towards Synthetic Concept Activation Vectors via Generative Models
2025-01-01 Campi, Riccardo; Borrego, Santiago; De Santis, Antonio; Bianchi, Matteo; Tocchetti, Andrea; Brambilla, Marco
Visual-TCAV: Concept-based attribution and saliency maps for post-hoc explainability in image classification
2026-01-01 De Santis, Antonio; Campi, Riccardo; Bianchi, Matteo; Brambilla, Marco