Publications

Bontempo Gianpaolo, Federico Bolelli, Angelo Porrello, Simone Calderara, Elisa Ficarra (2023). A Graph-Based Multi-Scale Approach With Knowledge Distillation for WSI Classification. In TMI.

Bontempo Gianpaolo, Angelo Porrello, Federico Bolelli, Simone Calderara, Elisa Ficarra (2023). DAS-MIL: Distilling Across Scales for MIL Classification of Histological WSIs. In MICCAI.

Emanuele Marconato, Bontempo Gianpaolo, Elisa Ficarra, Simone Calderara, Andrea Passerini, Stefano Teso (2023). Neuro-Symbolic Continual Learning: Knowledge, Reasoning Shortcuts and Concept Rehearsal. In ICML.

Bontempo Gianpaolo, Nicola Bartolini, Marta Lovino, Federico Bolelli, Anni Virtanen, Elisa Ficarra (2023). Enhancing PFI Prediction with GDS-MIL: A Graph-based Dual Stream MIL Approach. In ICIAP.

Bontempo Gianpaolo, Luca Lumetti, Angelo Porrello, Federico Bolelli, Simone Calderara, Elisa Ficarra (2023). Buffer-MIL: Robust Multi-instance Learning with a Buffer-Based Approach. In ICIAP.

Emanuele Marconato, Bontempo Gianpaolo, Stefano Teso, Elisa Ficarra, Simone Calderara, Andrea Passerini (2022). Catastrophic Forgetting in Continual Concept Bottleneck Models. In ICIAP.