Gianpaolo Bontempo

According to our database, Gianpaolo Bontempo authored at least 8 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

A Graph-Based Multi-Scale Approach With Knowledge Distillation for WSI Classification.

Gianpaolo Bontempo, Federico Bolelli, Angelo Porrello, Simone Calderara, Elisa Ficarra

IEEE Trans. Medical Imaging, April, 2024

2023

DAS-MIL: Distilling Across Scales for MIL Classification of Histological WSIs.

Gianpaolo Bontempo, Angelo Porrello, Federico Bolelli, Simone Calderara, Elisa Ficarra

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Neuro-Symbolic Continual Learning: Knowledge, Reasoning Shortcuts and Concept Rehearsal.

Emanuele Marconato, Gianpaolo Bontempo, Elisa Ficarra, Simone Calderara, Andrea Passerini, Stefano Teso

Proceedings of the International Conference on Machine Learning, 2023

Buffer-MIL: Robust Multi-instance Learning with a Buffer-Based Approach.

Gianpaolo Bontempo, Luca Lumetti, Angelo Porrello, Federico Bolelli, Simone Calderara, Elisa Ficarra

Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

Enhancing PFI Prediction with GDS-MIL: A Graph-Based Dual Stream MIL Approach.

Gianpaolo Bontempo, Nicola Bartolini, Marta Lovino, Federico Bolelli, Anni Virtanen, Elisa Ficarra

Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

2022

Catastrophic Forgetting in Continual Concept Bottleneck Models.

Emanuele Marconato, Gianpaolo Bontempo, Stefano Teso, Elisa Ficarra, Simone Calderara, Andrea Passerini

Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022

FusionFlow: An Integrated System Workflow for Gene Fusion Detection in Genomic Samples.

Federica Citarrella, Gianpaolo Bontempo, Marta Lovino, Elisa Ficarra

Proceedings of the New Trends in Database and Information Systems, 2022

2020

Multi-omics Classification on Kidney Samples Exploiting Uncertainty-Aware Models.

Marta Lovino, Gianpaolo Bontempo, Giansalvo Cirrincione, Elisa Ficarra

Proceedings of the Intelligent Computing Theories and Application, 2020