Gianpaolo Bontempo

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 9

Top Topics

Procedural Knowledge

Multiple Instance Learning

Gene Prediction

Top Venues

IEEE Trans. Medical Imaging

Publications

Gianpaolo Bontempo, Federico Bolelli, Angelo Porrello, Simone Calderara, Elisa Ficarra
A Graph-Based Multi-Scale Approach With Knowledge Distillation for WSI Classification. IEEE Trans. Medical Imaging 43 (4) (2024)
Gianpaolo Bontempo, Luca Lumetti, Angelo Porrello, Federico Bolelli, Simone Calderara, Elisa Ficarra
Buffer-MIL: Robust Multi-instance Learning with a Buffer-Based Approach. ICIAP (2) (2023)
Emanuele Marconato, Gianpaolo Bontempo, Elisa Ficarra, Simone Calderara, Andrea Passerini, Stefano Teso
Neuro Symbolic Continual Learning: Knowledge, Reasoning Shortcuts and Concept Rehearsal. CoRR (2023)
Gianpaolo Bontempo, Angelo Porrello, Federico Bolelli, Simone Calderara, Elisa Ficarra
DAS-MIL: Distilling Across Scales for MIL Classification of Histological WSIs. MICCAI (1) (2023)
Emanuele Marconato, Gianpaolo Bontempo, Elisa Ficarra, Simone Calderara, Andrea Passerini, Stefano Teso
Neuro-Symbolic Continual Learning: Knowledge, Reasoning Shortcuts and Concept Rehearsal. ICML (2023)
Gianpaolo Bontempo, Nicola Bartolini, Marta Lovino, Federico Bolelli, Anni Virtanen, Elisa Ficarra
Enhancing PFI Prediction with GDS-MIL: A Graph-Based Dual Stream MIL Approach. ICIAP (1) (2023)
Emanuele Marconato, Gianpaolo Bontempo, Stefano Teso, Elisa Ficarra, Simone Calderara, Andrea Passerini
Catastrophic Forgetting in Continual Concept Bottleneck Models. ICIAP Workshops (2022)
Federica Citarrella, Gianpaolo Bontempo, Marta Lovino, Elisa Ficarra
FusionFlow: An Integrated System Workflow for Gene Fusion Detection in Genomic Samples. ADBIS (Short Papers) (2022)
Marta Lovino, Gianpaolo Bontempo, Giansalvo Cirrincione, Elisa Ficarra
Multi-omics Classification on Kidney Samples Exploiting Uncertainty-Aware Models. ICIC (2) (2020)