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
Comparing Human and Large Language Model Interpretation of Implicit Information
2026-01-01 De Santis, Antonio; Bonetti, Tommaso; Tocchetti, Andrea; 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
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
Learning Concept Bottleneck Models from Mechanistic Explanations
2026-01-01 De Santis, Antonio; Tong, Schrasing; Brambilla, Marco; Kagal, Lalana
LLM-Enhanced Semantic Data Integration of Electronic Component Qualifications in the Aerospace Domain
2026-01-01 De Santis, Antonio; Balduini, Marco; Belcao, Matteo; Proia, Andrea; Brambilla, Marco; Della Valle, Emanuele
Towards Synthetic Concept Activation Vectors via Generative Models
2025-01-01 Campi, Riccardo; Borrego, Santiago; De Santis, Antonio; Bianchi, Matteo; Tocchetti, Andrea; Brambilla, Marco