Gianpaolo Bontempo

11 papers A* 1B 1Journal 3Unranked 6
YearRankTypeTitle / Venue / Authors
2025 B conf
CUBIC: Concept Embeddings for Unsupervised Bias Identification using VLMs.
IJCNN
David Méndez, Gianpaolo Bontempo, Elisa Ficarra, Roberto Confalonieri, Natalia Díaz Rodríguez
2025 J jnl
CUBIC: Concept Embeddings for Unsupervised Bias Identification using VLMs.
CoRR
David Méndez, Gianpaolo Bontempo, Elisa Ficarra, Roberto Confalonieri, Natalia Díaz Rodríguez
2024 J jnl
A Graph-Based Multi-Scale Approach With Knowledge Distillation for WSI Classification.
IEEE Trans. Medical Imaging
Gianpaolo Bontempo, Federico Bolelli, Angelo Porrello, Simone Calderara, Elisa Ficarra
2023 — conf
Buffer-MIL: Robust Multi-instance Learning with a Buffer-Based Approach.
ICIAP (2)
Gianpaolo Bontempo, Luca Lumetti, Angelo Porrello, Federico Bolelli, Simone Calderara, Elisa Ficarra
2023 — conf
DAS-MIL: Distilling Across Scales for MIL Classification of Histological WSIs.
MICCAI (1)
Gianpaolo Bontempo, Angelo Porrello, Federico Bolelli, Simone Calderara, Elisa Ficarra
2023 — conf
Enhancing PFI Prediction with GDS-MIL: A Graph-Based Dual Stream MIL Approach.
ICIAP (1)
Gianpaolo Bontempo, Nicola Bartolini, Marta Lovino, Federico Bolelli, Anni Virtanen, Elisa Ficarra
2023 J jnl
Neuro Symbolic Continual Learning: Knowledge, Reasoning Shortcuts and Concept Rehearsal.
CoRR
Emanuele Marconato, Gianpaolo Bontempo, Elisa Ficarra, Simone Calderara, Andrea Passerini, Stefano Teso
2023 A* conf
Neuro-Symbolic Continual Learning: Knowledge, Reasoning Shortcuts and Concept Rehearsal.
ICML
Emanuele Marconato, Gianpaolo Bontempo, Elisa Ficarra, Simone Calderara, Andrea Passerini, Stefano Teso
2022 — conf
Catastrophic Forgetting in Continual Concept Bottleneck Models.
ICIAP Workshops
Emanuele Marconato, Gianpaolo Bontempo, Stefano Teso, Elisa Ficarra, Simone Calderara, Andrea Passerini
2022 — conf
FusionFlow: An Integrated System Workflow for Gene Fusion Detection in Genomic Samples.
ADBIS (Short Papers)
Federica Citarrella, Gianpaolo Bontempo, Marta Lovino, Elisa Ficarra
2020 — conf
Multi-omics Classification on Kidney Samples Exploiting Uncertainty-Aware Models.
ICIC (2)
Marta Lovino, Gianpaolo Bontempo, Giansalvo Cirrincione, Elisa Ficarra