De Santis, Antonio

3 publications

ICLR 2026 Learning Concept Bottleneck Models from Mechanistic Explanations Antonio De Santis, Schrasing Tong, Marco Brambilla, Lalana Kagal

CVPRW 2025 Towards Synthetic Concept Activation Vectors via Generative Models Riccardo Campi, Santiago Borrego, Antonio De Santis, Matteo Bianchi, Andrea Tocchetti, Marco Brambilla

IJCAI 2024 Interpretable Network Visualizations: A Human-in-the-Loop Approach for Post-Hoc Explainability of CNN-Based Image Classification Matteo Bianchi, Antonio De Santis, Andrea Tocchetti, Marco Brambilla